---
_id: '18353'
abstract:
- lang: eng
  text: Traditional models of bendable surfaces are based on the exact or approximate
    invariance to deformations that do not tear or stretch the shape, leaving intact
    an intrinsic geometry associated with it. These geometries are typically defined
    using either the shortest path length (geodesic distance), or properties of heat
    diffusion (diffusion distance) on the surface. Both measures are implicitly derived
    from the metric induced by the ambient Euclidean space. In this paper, we depart
    from this restrictive assumption by observing that a different choice of the metric
    results in a richer set of geometric invariants. We apply equi-affine geometry
    for analyzing arbitrary shapes with positive Gaussian curvature. The potential
    of the proposed framework is explored in a range of applications such as shape
    matching and retrieval, symmetry detection, and computation of Voroni tessellation.
    We show that in some shape analysis tasks, equi-affine-invariant intrinsic geometries
    often outperform their Euclidean-based counterparts. We further explore the potential
    of this metric in facial anthropometry of newborns. We show that intrinsic properties
    of this homogeneous group are better captured using the equi-affine metric.
article_processing_charge: No
article_type: original
author:
- first_name: Dan
  full_name: Raviv, Dan
  last_name: Raviv
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Dan
  full_name: Waisman, Dan
  last_name: Waisman
- first_name: Nir
  full_name: Sochen, Nir
  last_name: Sochen
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
citation:
  ama: Raviv D, Bronstein AM, Bronstein MM, Waisman D, Sochen N, Kimmel R. Equi-affine
    invariant geometry for shape analysis. <i>Journal of Mathematical Imaging and
    Vision</i>. 2014;50:144-163. doi:<a href="https://doi.org/10.1007/s10851-013-0467-y">10.1007/s10851-013-0467-y</a>
  apa: Raviv, D., Bronstein, A. M., Bronstein, M. M., Waisman, D., Sochen, N., &#38;
    Kimmel, R. (2014). Equi-affine invariant geometry for shape analysis. <i>Journal
    of Mathematical Imaging and Vision</i>. Springer Nature. <a href="https://doi.org/10.1007/s10851-013-0467-y">https://doi.org/10.1007/s10851-013-0467-y</a>
  chicago: Raviv, Dan, Alex M. Bronstein, Michael M. Bronstein, Dan Waisman, Nir Sochen,
    and Ron Kimmel. “Equi-Affine Invariant Geometry for Shape Analysis.” <i>Journal
    of Mathematical Imaging and Vision</i>. Springer Nature, 2014. <a href="https://doi.org/10.1007/s10851-013-0467-y">https://doi.org/10.1007/s10851-013-0467-y</a>.
  ieee: D. Raviv, A. M. Bronstein, M. M. Bronstein, D. Waisman, N. Sochen, and R.
    Kimmel, “Equi-affine invariant geometry for shape analysis,” <i>Journal of Mathematical
    Imaging and Vision</i>, vol. 50. Springer Nature, pp. 144–163, 2014.
  ista: Raviv D, Bronstein AM, Bronstein MM, Waisman D, Sochen N, Kimmel R. 2014.
    Equi-affine invariant geometry for shape analysis. Journal of Mathematical Imaging
    and Vision. 50, 144–163.
  mla: Raviv, Dan, et al. “Equi-Affine Invariant Geometry for Shape Analysis.” <i>Journal
    of Mathematical Imaging and Vision</i>, vol. 50, Springer Nature, 2014, pp. 144–63,
    doi:<a href="https://doi.org/10.1007/s10851-013-0467-y">10.1007/s10851-013-0467-y</a>.
  short: D. Raviv, A.M. Bronstein, M.M. Bronstein, D. Waisman, N. Sochen, R. Kimmel,
    Journal of Mathematical Imaging and Vision 50 (2014) 144–163.
date_created: 2024-10-15T11:20:54Z
date_published: 2014-09-01T00:00:00Z
date_updated: 2024-11-12T08:51:43Z
day: '01'
doi: 10.1007/s10851-013-0467-y
extern: '1'
intvolume: '        50'
language:
- iso: eng
month: '09'
oa_version: None
page: 144-163
publication: Journal of Mathematical Imaging and Vision
publication_identifier:
  eissn:
  - 1573-7683
  issn:
  - 0924-9907
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Equi-affine invariant geometry for shape analysis
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 50
year: '2014'
...
---
_id: '18384'
abstract:
- lang: eng
  text: 'Traditionally, NMF algorithms consist of two separate stages: a training
    stage, in which a generative model is learned; and a testing stage in which the
    pre-learned model is used in a high level task such as enhancement, separation,
    or classification. As an alternative, we propose a task-supervised NMF method
    for the adaptation of the basis spectra learned in the first stage to enhance
    the performance on the specific task used in the second stage. We cast this problem
    as a bilevel optimization program that can be efficiently solved via stochastic
    gradient descent. The proposed approach is general enough to handle sparsity priors
    of the activations, and allow non-Euclidean data terms such as β-divergences.
    The framework is evaluated on single-channel speech enhancement tasks.'
article_number: '6843241'
article_processing_charge: No
author:
- first_name: Pablo
  full_name: Sprechmann, Pablo
  last_name: Sprechmann
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Guillermo
  full_name: Sapiro, Guillermo
  last_name: Sapiro
citation:
  ama: 'Sprechmann P, Bronstein AM, Sapiro G. Supervised non-euclidean sparse NMF
    via bilevel optimization with applications to speech enhancement. In: <i>2014
    4th Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA)</i>.
    IEEE; 2014. doi:<a href="https://doi.org/10.1109/hscma.2014.6843241">10.1109/hscma.2014.6843241</a>'
  apa: 'Sprechmann, P., Bronstein, A. M., &#38; Sapiro, G. (2014). Supervised non-euclidean
    sparse NMF via bilevel optimization with applications to speech enhancement. In
    <i>2014 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays
    (HSCMA)</i>. Villers-les-Nancy, France: IEEE. <a href="https://doi.org/10.1109/hscma.2014.6843241">https://doi.org/10.1109/hscma.2014.6843241</a>'
  chicago: Sprechmann, Pablo, Alex M. Bronstein, and Guillermo Sapiro. “Supervised
    Non-Euclidean Sparse NMF via Bilevel Optimization with Applications to Speech
    Enhancement.” In <i>2014 4th Joint Workshop on Hands-Free Speech Communication
    and Microphone Arrays (HSCMA)</i>. IEEE, 2014. <a href="https://doi.org/10.1109/hscma.2014.6843241">https://doi.org/10.1109/hscma.2014.6843241</a>.
  ieee: P. Sprechmann, A. M. Bronstein, and G. Sapiro, “Supervised non-euclidean sparse
    NMF via bilevel optimization with applications to speech enhancement,” in <i>2014
    4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA)</i>,
    Villers-les-Nancy, France, 2014.
  ista: Sprechmann P, Bronstein AM, Sapiro G. 2014. Supervised non-euclidean sparse
    NMF via bilevel optimization with applications to speech enhancement. 2014 4th
    Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA).
    4th Joint Workshop on Hands-Free Speech Communication and Microphone Arrays, 6843241.
  mla: Sprechmann, Pablo, et al. “Supervised Non-Euclidean Sparse NMF via Bilevel
    Optimization with Applications to Speech Enhancement.” <i>2014 4th Joint Workshop
    on Hands-Free Speech Communication and Microphone Arrays (HSCMA)</i>, 6843241,
    IEEE, 2014, doi:<a href="https://doi.org/10.1109/hscma.2014.6843241">10.1109/hscma.2014.6843241</a>.
  short: P. Sprechmann, A.M. Bronstein, G. Sapiro, in:, 2014 4th Joint Workshop on
    Hands-Free Speech Communication and Microphone Arrays (HSCMA), IEEE, 2014.
conference:
  end_date: 2014-05-14
  location: Villers-les-Nancy, France
  name: 4th Joint Workshop on Hands-Free Speech Communication and Microphone Arrays
  start_date: 2014-05-12
date_created: 2024-10-15T11:20:54Z
date_published: 2014-06-26T00:00:00Z
date_updated: 2024-12-04T13:47:13Z
day: '26'
doi: 10.1109/hscma.2014.6843241
extern: '1'
language:
- iso: eng
month: '06'
oa_version: None
publication: 2014 4th Joint Workshop on Hands-free Speech Communication and Microphone
  Arrays (HSCMA)
publication_identifier:
  eisbn:
  - '9781479931095'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Supervised non-euclidean sparse NMF via bilevel optimization with applications
  to speech enhancement
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '18413'
abstract:
- lang: eng
  text: Informative and discriminative feature descriptors play a fundamental role
    in deformable shape analysis. For example, they have been successfully employed
    in correspondence, registration, and retrieval tasks. In recent years, significant
    attention has been devoted to descriptors obtained from the spectral decomposition
    of the Laplace-Beltrami operator associated with the shape. Notable examples in
    this family are the heat kernel signature (HKS) and the recently introduced wave
    kernel signature (WKS). The Laplacian-based descriptors achieve state-of-the-art
    performance in numerous shape analysis tasks; they are computationally efficient,
    isometry-invariant by construction, and can gracefully cope with a variety of
    transformations. In this paper, we formulate a generic family of parametric spectral
    descriptors. We argue that to be optimized for a specific task, the descriptor
    should take into account the statistics of the corpus of shapes to which it is
    applied (the "signal") and those of the class of transformations to which it is
    made insensitive (the "noise"). While such statistics are hard to model axiomatically,
    they can be learned from examples. Following the spirit of the Wiener filter in
    signal processing, we show a learning scheme for the construction of optimized
    spectral descriptors and relate it to Mahalanobis metric learning. The superiority
    of the proposed approach in generating correspondences is demonstrated on synthetic
    and scanned human figures. We also show that the learned descriptors are robust
    enough to be learned on synthetic data and transferred successfully to scanned
    shapes.
article_processing_charge: No
author:
- first_name: R.
  full_name: Litman, R.
  last_name: Litman
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: Litman R, Bronstein AM. Learning spectral descriptors for deformable shape
    correspondence. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    2014;36(1):171-180. doi:<a href="https://doi.org/10.1109/tpami.2013.148">10.1109/tpami.2013.148</a>
  apa: Litman, R., &#38; Bronstein, A. M. (2014). Learning spectral descriptors for
    deformable shape correspondence. <i>IEEE Transactions on Pattern Analysis and
    Machine Intelligence</i>. IEEE. <a href="https://doi.org/10.1109/tpami.2013.148">https://doi.org/10.1109/tpami.2013.148</a>
  chicago: Litman, R., and Alex M. Bronstein. “Learning Spectral Descriptors for Deformable
    Shape Correspondence.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    IEEE, 2014. <a href="https://doi.org/10.1109/tpami.2013.148">https://doi.org/10.1109/tpami.2013.148</a>.
  ieee: R. Litman and A. M. Bronstein, “Learning spectral descriptors for deformable
    shape correspondence,” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>,
    vol. 36, no. 1. IEEE, pp. 171–180, 2014.
  ista: Litman R, Bronstein AM. 2014. Learning spectral descriptors for deformable
    shape correspondence. IEEE Transactions on Pattern Analysis and Machine Intelligence.
    36(1), 171–180.
  mla: Litman, R., and Alex M. Bronstein. “Learning Spectral Descriptors for Deformable
    Shape Correspondence.” <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>,
    vol. 36, no. 1, IEEE, 2014, pp. 171–80, doi:<a href="https://doi.org/10.1109/tpami.2013.148">10.1109/tpami.2013.148</a>.
  short: R. Litman, A.M. Bronstein, IEEE Transactions on Pattern Analysis and Machine
    Intelligence 36 (2014) 171–180.
date_created: 2024-10-15T11:20:55Z
date_published: 2014-01-01T00:00:00Z
date_updated: 2024-12-12T12:42:56Z
day: '01'
doi: 10.1109/tpami.2013.148
extern: '1'
external_id:
  pmid:
  - '24231874'
intvolume: '        36'
issue: '1'
language:
- iso: eng
month: '01'
oa_version: None
page: 171-180
pmid: 1
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
  eissn:
  - 1939-3539
  issn:
  - 0162-8828
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Learning spectral descriptors for deformable shape correspondence
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 36
year: '2014'
...
---
_id: '18414'
abstract:
- lang: eng
  text: We introduce an efficient computational framework for hashing data belonging
    to multiple modalities into a single representation space where they become mutually
    comparable. The proposed approach is based on a novel coupled siamese neural network
    architecture and allows unified treatment of intra- and inter-modality similarity
    learning. Unlike existing cross-modality similarity learning approaches, our hashing
    functions are not limited to binarized linear projections and can assume arbitrarily
    complex forms. We show experimentally that our method significantly outperforms
    state-of-the-art hashing approaches on multimedia retrieval tasks.
article_processing_charge: No
arxiv: 1
author:
- first_name: Jonathan
  full_name: Masci, Jonathan
  last_name: Masci
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Jurgen
  full_name: Schmidhuber, Jurgen
  last_name: Schmidhuber
citation:
  ama: Masci J, Bronstein MM, Bronstein AM, Schmidhuber J. Multimodal similarity-preserving
    hashing. <i>IEEE Transactions on Pattern Analysis and Machine Intelligence</i>.
    2014;36(4):824-830. doi:<a href="https://doi.org/10.1109/tpami.2013.225">10.1109/tpami.2013.225</a>
  apa: Masci, J., Bronstein, M. M., Bronstein, A. M., &#38; Schmidhuber, J. (2014).
    Multimodal similarity-preserving hashing. <i>IEEE Transactions on Pattern Analysis
    and Machine Intelligence</i>. IEEE. <a href="https://doi.org/10.1109/tpami.2013.225">https://doi.org/10.1109/tpami.2013.225</a>
  chicago: Masci, Jonathan, Michael M. Bronstein, Alex M. Bronstein, and Jurgen Schmidhuber.
    “Multimodal Similarity-Preserving Hashing.” <i>IEEE Transactions on Pattern Analysis
    and Machine Intelligence</i>. IEEE, 2014. <a href="https://doi.org/10.1109/tpami.2013.225">https://doi.org/10.1109/tpami.2013.225</a>.
  ieee: J. Masci, M. M. Bronstein, A. M. Bronstein, and J. Schmidhuber, “Multimodal
    similarity-preserving hashing,” <i>IEEE Transactions on Pattern Analysis and Machine
    Intelligence</i>, vol. 36, no. 4. IEEE, pp. 824–830, 2014.
  ista: Masci J, Bronstein MM, Bronstein AM, Schmidhuber J. 2014. Multimodal similarity-preserving
    hashing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(4),
    824–830.
  mla: Masci, Jonathan, et al. “Multimodal Similarity-Preserving Hashing.” <i>IEEE
    Transactions on Pattern Analysis and Machine Intelligence</i>, vol. 36, no. 4,
    IEEE, 2014, pp. 824–30, doi:<a href="https://doi.org/10.1109/tpami.2013.225">10.1109/tpami.2013.225</a>.
  short: J. Masci, M.M. Bronstein, A.M. Bronstein, J. Schmidhuber, IEEE Transactions
    on Pattern Analysis and Machine Intelligence 36 (2014) 824–830.
date_created: 2024-10-15T11:20:55Z
date_published: 2014-04-01T00:00:00Z
date_updated: 2024-12-12T13:04:27Z
day: '01'
doi: 10.1109/tpami.2013.225
extern: '1'
external_id:
  arxiv:
  - '1207.1522'
  pmid:
  - '26353203'
intvolume: '        36'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1207.1522
month: '04'
oa: 1
oa_version: Preprint
page: 824-830
pmid: 1
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
  eissn:
  - 1939-3539
  issn:
  - 0162-8828
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multimodal similarity-preserving hashing
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 36
year: '2014'
...
---
_id: '1842'
abstract:
- lang: eng
  text: We prove polynomial upper bounds of geometric Ramsey numbers of pathwidth-2
    outerplanar triangulations in both convex and general cases. We also prove that
    the geometric Ramsey numbers of the ladder graph on 2n vertices are bounded by
    O(n3) and O(n10), in the convex and general case, respectively. We then apply
    similar methods to prove an (Formula presented.) upper bound on the Ramsey number
    of a path with n ordered vertices.
acknowledgement: Marek Krčál was supported by the ERC Advanced Grant No. 267165.
article_processing_charge: No
arxiv: 1
author:
- first_name: Josef
  full_name: Cibulka, Josef
  last_name: Cibulka
- first_name: Pu
  full_name: Gao, Pu
  last_name: Gao
- first_name: Marek
  full_name: Krcál, Marek
  id: 33E21118-F248-11E8-B48F-1D18A9856A87
  last_name: Krcál
- first_name: Tomáš
  full_name: Valla, Tomáš
  last_name: Valla
- first_name: Pavel
  full_name: Valtr, Pavel
  last_name: Valtr
citation:
  ama: Cibulka J, Gao P, Krcál M, Valla T, Valtr P. On the geometric ramsey number
    of outerplanar graphs. <i>Discrete &#38; Computational Geometry</i>. 2014;53(1):64-79.
    doi:<a href="https://doi.org/10.1007/s00454-014-9646-x">10.1007/s00454-014-9646-x</a>
  apa: Cibulka, J., Gao, P., Krcál, M., Valla, T., &#38; Valtr, P. (2014). On the
    geometric ramsey number of outerplanar graphs. <i>Discrete &#38; Computational
    Geometry</i>. Springer. <a href="https://doi.org/10.1007/s00454-014-9646-x">https://doi.org/10.1007/s00454-014-9646-x</a>
  chicago: Cibulka, Josef, Pu Gao, Marek Krcál, Tomáš Valla, and Pavel Valtr. “On
    the Geometric Ramsey Number of Outerplanar Graphs.” <i>Discrete &#38; Computational
    Geometry</i>. Springer, 2014. <a href="https://doi.org/10.1007/s00454-014-9646-x">https://doi.org/10.1007/s00454-014-9646-x</a>.
  ieee: J. Cibulka, P. Gao, M. Krcál, T. Valla, and P. Valtr, “On the geometric ramsey
    number of outerplanar graphs,” <i>Discrete &#38; Computational Geometry</i>, vol.
    53, no. 1. Springer, pp. 64–79, 2014.
  ista: Cibulka J, Gao P, Krcál M, Valla T, Valtr P. 2014. On the geometric ramsey
    number of outerplanar graphs. Discrete &#38; Computational Geometry. 53(1), 64–79.
  mla: Cibulka, Josef, et al. “On the Geometric Ramsey Number of Outerplanar Graphs.”
    <i>Discrete &#38; Computational Geometry</i>, vol. 53, no. 1, Springer, 2014,
    pp. 64–79, doi:<a href="https://doi.org/10.1007/s00454-014-9646-x">10.1007/s00454-014-9646-x</a>.
  short: J. Cibulka, P. Gao, M. Krcál, T. Valla, P. Valtr, Discrete &#38; Computational
    Geometry 53 (2014) 64–79.
date_created: 2018-12-11T11:54:18Z
date_published: 2014-11-14T00:00:00Z
date_updated: 2025-09-29T13:11:56Z
day: '14'
department:
- _id: UlWa
- _id: HeEd
doi: 10.1007/s00454-014-9646-x
external_id:
  arxiv:
  - '1310.7004'
  isi:
  - '000346774600005'
intvolume: '        53'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1310.7004
month: '11'
oa: 1
oa_version: Submitted Version
page: 64 - 79
publication: Discrete & Computational Geometry
publication_status: published
publisher: Springer
publist_id: '5260'
scopus_import: '1'
status: public
title: On the geometric ramsey number of outerplanar graphs
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 53
year: '2014'
...
---
_id: '18423'
abstract:
- lang: eng
  text: We present a method for supervised learning of shape descriptors for shape
    retrieval applications. Many content-based shape retrieval approaches follow the
    bag-of-features (BoF) paradigm commonly used in text and image retrieval by first
    computing local shape descriptors, and then representing them in a ‘geometric
    dictionary’ using vector quantization. A major drawback of such approaches is
    that the dictionary is constructed in an unsupervised manner using clustering,
    unaware of the last stage of the process (pooling of the local descriptors into
    a BoF, and comparison of the latter using some metric). In this paper, we replace
    the clustering with dictionary learning, where every atom acts as a feature, followed
    by sparse coding and pooling to get the final BoF descriptor. Both the dictionary
    and the sparse codes can be learned in the supervised regime via bi-level optimization
    using a task-specific objective that promotes invariance desired in the specific
    application. We show significant performance improvement on several standard shape
    retrieval benchmarks.
article_processing_charge: No
author:
- first_name: Roee
  full_name: Litman, Roee
  last_name: Litman
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael
  full_name: Bronstein, Michael
  last_name: Bronstein
- first_name: Umberto
  full_name: Castellani, Umberto
  last_name: Castellani
citation:
  ama: Litman R, Bronstein AM, Bronstein M, Castellani U. Supervised learning of bag‐of‐features
    shape descriptors using sparse coding. <i>Computer Graphics Forum</i>. 2014;33(5):127-136.
    doi:<a href="https://doi.org/10.1111/cgf.12438">10.1111/cgf.12438</a>
  apa: Litman, R., Bronstein, A. M., Bronstein, M., &#38; Castellani, U. (2014). Supervised
    learning of bag‐of‐features shape descriptors using sparse coding. <i>Computer
    Graphics Forum</i>. Wiley. <a href="https://doi.org/10.1111/cgf.12438">https://doi.org/10.1111/cgf.12438</a>
  chicago: Litman, Roee, Alex M. Bronstein, Michael Bronstein, and Umberto Castellani.
    “Supervised Learning of Bag‐of‐features Shape Descriptors Using Sparse Coding.”
    <i>Computer Graphics Forum</i>. Wiley, 2014. <a href="https://doi.org/10.1111/cgf.12438">https://doi.org/10.1111/cgf.12438</a>.
  ieee: R. Litman, A. M. Bronstein, M. Bronstein, and U. Castellani, “Supervised learning
    of bag‐of‐features shape descriptors using sparse coding,” <i>Computer Graphics
    Forum</i>, vol. 33, no. 5. Wiley, pp. 127–136, 2014.
  ista: Litman R, Bronstein AM, Bronstein M, Castellani U. 2014. Supervised learning
    of bag‐of‐features shape descriptors using sparse coding. Computer Graphics Forum.
    33(5), 127–136.
  mla: Litman, Roee, et al. “Supervised Learning of Bag‐of‐features Shape Descriptors
    Using Sparse Coding.” <i>Computer Graphics Forum</i>, vol. 33, no. 5, Wiley, 2014,
    pp. 127–36, doi:<a href="https://doi.org/10.1111/cgf.12438">10.1111/cgf.12438</a>.
  short: R. Litman, A.M. Bronstein, M. Bronstein, U. Castellani, Computer Graphics
    Forum 33 (2014) 127–136.
date_created: 2024-10-15T11:20:55Z
date_published: 2014-08-01T00:00:00Z
date_updated: 2024-12-19T10:20:12Z
day: '01'
doi: 10.1111/cgf.12438
extern: '1'
intvolume: '        33'
issue: '5'
language:
- iso: eng
month: '08'
oa_version: None
page: 127-136
publication: Computer Graphics Forum
publication_identifier:
  eissn:
  - 1467-8659
  issn:
  - 0167-7055
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Supervised learning of bag‐of‐features shape descriptors using sparse coding
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 33
year: '2014'
...
---
_id: '1844'
abstract:
- lang: eng
  text: 'Local protein interactions (&quot;molecular context&quot; effects) dictate
    amino acid replacements and can be described in terms of site-specific, energetic
    preferences for any different amino acid. It has been recently debated whether
    these preferences remain approximately constant during evolution or whether, due
    to coevolution of sites, they change strongly. Such research highlights an unresolved
    and fundamental issue with far-reaching implications for phylogenetic analysis
    and molecular evolution modeling. Here, we take advantage of the recent availability
    of phenotypically supported laboratory resurrections of Precambrian thioredoxins
    and β-lactamases to experimentally address the change of site-specific amino acid
    preferences over long geological timescales. Extensive mutational analyses support
    the notion that evolutionary adjustment to a new amino acid may occur, but to
    a large extent this is insufficient to erase the primitive preference for amino
    acid replacements. Generally, site-specific amino acid preferences appear to remain
    conserved throughout evolutionary history despite local sequence divergence. We
    show such preference conservation to be readily understandable in molecular terms
    and we provide crystallographic evidence for an intriguing structural-switch mechanism:
    Energetic preference for an ancestral amino acid in a modern protein can be linked
    to reorganization upon mutation to the ancestral local structure around the mutated
    site. Finally, we point out that site-specific preference conservation naturally
    leads to one plausible evolutionary explanation for the existence of intragenic
    global suppressor mutations.'
article_processing_charge: No
author:
- first_name: Valeria
  full_name: Risso, Valeria
  last_name: Risso
- first_name: Fadia
  full_name: Manssour Triedo, Fadia
  last_name: Manssour Triedo
- first_name: Asuncion
  full_name: Delgado Delgado, Asuncion
  last_name: Delgado Delgado
- first_name: Rocio
  full_name: Arco, Rocio
  last_name: Arco
- first_name: Alicia
  full_name: Barroso Deljesús, Alicia
  last_name: Barroso Deljesús
- first_name: Álvaro
  full_name: Inglés Prieto, Álvaro
  id: 2A9DB292-F248-11E8-B48F-1D18A9856A87
  last_name: Inglés Prieto
  orcid: 0000-0002-5409-8571
- first_name: Raquel
  full_name: Godoy Ruiz, Raquel
  last_name: Godoy Ruiz
- first_name: Josè
  full_name: Gavira, Josè
  last_name: Gavira
- first_name: Eric
  full_name: Gaucher, Eric
  last_name: Gaucher
- first_name: Beatriz
  full_name: Ibarra Molero, Beatriz
  last_name: Ibarra Molero
- first_name: Jose
  full_name: Sánchez Ruiz, Jose
  last_name: Sánchez Ruiz
citation:
  ama: Risso V, Manssour Triedo F, Delgado Delgado A, et al. Mutational studies on
    resurrected ancestral proteins reveal conservation of site-specific amino acid
    preferences throughout evolutionary history. <i>Molecular Biology and Evolution</i>.
    2014;32(2):440-455. doi:<a href="https://doi.org/10.1093/molbev/msu312">10.1093/molbev/msu312</a>
  apa: Risso, V., Manssour Triedo, F., Delgado Delgado, A., Arco, R., Barroso Deljesús,
    A., Inglés Prieto, Á., … Sánchez Ruiz, J. (2014). Mutational studies on resurrected
    ancestral proteins reveal conservation of site-specific amino acid preferences
    throughout evolutionary history. <i>Molecular Biology and Evolution</i>. Oxford
    University Press. <a href="https://doi.org/10.1093/molbev/msu312">https://doi.org/10.1093/molbev/msu312</a>
  chicago: Risso, Valeria, Fadia Manssour Triedo, Asuncion Delgado Delgado, Rocio
    Arco, Alicia Barroso Deljesús, Álvaro Inglés Prieto, Raquel Godoy Ruiz, et al.
    “Mutational Studies on Resurrected Ancestral Proteins Reveal Conservation of Site-Specific
    Amino Acid Preferences throughout Evolutionary History.” <i>Molecular Biology
    and Evolution</i>. Oxford University Press, 2014. <a href="https://doi.org/10.1093/molbev/msu312">https://doi.org/10.1093/molbev/msu312</a>.
  ieee: V. Risso <i>et al.</i>, “Mutational studies on resurrected ancestral proteins
    reveal conservation of site-specific amino acid preferences throughout evolutionary
    history,” <i>Molecular Biology and Evolution</i>, vol. 32, no. 2. Oxford University
    Press, pp. 440–455, 2014.
  ista: Risso V, Manssour Triedo F, Delgado Delgado A, Arco R, Barroso Deljesús A,
    Inglés Prieto Á, Godoy Ruiz R, Gavira J, Gaucher E, Ibarra Molero B, Sánchez Ruiz
    J. 2014. Mutational studies on resurrected ancestral proteins reveal conservation
    of site-specific amino acid preferences throughout evolutionary history. Molecular
    Biology and Evolution. 32(2), 440–455.
  mla: Risso, Valeria, et al. “Mutational Studies on Resurrected Ancestral Proteins
    Reveal Conservation of Site-Specific Amino Acid Preferences throughout Evolutionary
    History.” <i>Molecular Biology and Evolution</i>, vol. 32, no. 2, Oxford University
    Press, 2014, pp. 440–55, doi:<a href="https://doi.org/10.1093/molbev/msu312">10.1093/molbev/msu312</a>.
  short: V. Risso, F. Manssour Triedo, A. Delgado Delgado, R. Arco, A. Barroso Deljesús,
    Á. Inglés Prieto, R. Godoy Ruiz, J. Gavira, E. Gaucher, B. Ibarra Molero, J. Sánchez
    Ruiz, Molecular Biology and Evolution 32 (2014) 440–455.
date_created: 2018-12-11T11:54:19Z
date_published: 2014-11-12T00:00:00Z
date_updated: 2025-09-29T13:11:19Z
day: '12'
ddc:
- '571'
department:
- _id: HaJa
doi: 10.1093/molbev/msu312
external_id:
  isi:
  - '000350050700012'
file:
- access_level: open_access
  checksum: 06215318e66be8f3e0c33abb07e9d3da
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:56Z
  date_updated: 2020-07-14T12:45:19Z
  file_id: '5247'
  file_name: IST-2016-430-v1+1_Mol_Biol_Evol-2015-Risso-440-55.pdf
  file_size: 1545246
  relation: main_file
file_date_updated: 2020-07-14T12:45:19Z
has_accepted_license: '1'
intvolume: '        32'
isi: 1
issue: '2'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: 440 - 455
publication: Molecular Biology and Evolution
publication_status: published
publisher: Oxford University Press
publist_id: '5257'
pubrep_id: '430'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Mutational studies on resurrected ancestral proteins reveal conservation of
  site-specific amino acid preferences throughout evolutionary history
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 32
year: '2014'
...
---
OA_type: closed access
_id: '22092'
abstract:
- lang: eng
  text: 'The first part of the book provides an introduction to key tools and techniques
    in dispersive equations: Strichartz estimates, bilinear estimates, modulation
    and adapted function spaces, with an application to the generalized Korteweg-de
    Vries equation and the Kadomtsev-Petviashvili equation. The energy-critical nonlinear
    Schrödinger equation, global solutions to the defocusing problem, and scattering
    are the focus of the second part. Using this concrete example, it walks the reader
    through the induction on energy technique, which has become the essential methodology
    for tackling large data critical problems. This includes refined/inverse Strichartz
    estimates, the existence and almost periodicity of minimal blow up solutions,
    and the development of long-time Strichartz inequalities. The third part describes
    wave and Schrödinger maps. Starting by building heuristics about multilinear estimates,
    it provides a detailed outline of this very active area of geometric/dispersive
    PDE. It focuses on concepts and ideas and should provide graduate students with
    a stepping stone to this exciting direction of research.​'
alternative_title:
- Oberwolfach Seminars
article_processing_charge: No
author:
- first_name: Herbert
  full_name: Koch, Herbert
  last_name: Koch
- first_name: Daniel
  full_name: Tataru, Daniel
  last_name: Tataru
- first_name: Monica
  full_name: Visan, Monica
  id: 056daca0-b8d1-11f0-964f-f91054abf8ca
  last_name: Visan
citation:
  ama: 'Koch H, Tataru D, Vişan M. <i>Dispersive Equations and Nonlinear Waves: Generalized
    Korteweg–de Vries, Nonlinear Schrödinger, Wave and Schrödinger Maps</i>. Vol 45.
    1st ed. Basel: Springer; 2014. doi:<a href="https://doi.org/10.1007/978-3-0348-0736-4">10.1007/978-3-0348-0736-4</a>'
  apa: 'Koch, H., Tataru, D., &#38; Vişan, M. (2014). <i>Dispersive Equations and
    Nonlinear Waves: Generalized Korteweg–de Vries, Nonlinear Schrödinger, Wave and
    Schrödinger Maps</i> (1st ed., Vol. 45). Basel: Springer. <a href="https://doi.org/10.1007/978-3-0348-0736-4">https://doi.org/10.1007/978-3-0348-0736-4</a>'
  chicago: 'Koch, Herbert, Daniel Tataru, and Monica Vişan. <i>Dispersive Equations
    and Nonlinear Waves: Generalized Korteweg–de Vries, Nonlinear Schrödinger, Wave
    and Schrödinger Maps</i>. 1st ed. Vol. 45. OWS. Basel: Springer, 2014. <a href="https://doi.org/10.1007/978-3-0348-0736-4">https://doi.org/10.1007/978-3-0348-0736-4</a>.'
  ieee: 'H. Koch, D. Tataru, and M. Vişan, <i>Dispersive Equations and Nonlinear Waves:
    Generalized Korteweg–de Vries, Nonlinear Schrödinger, Wave and Schrödinger Maps</i>,
    1st ed., vol. 45. Basel: Springer, 2014.'
  ista: 'Koch H, Tataru D, Vişan M. 2014. Dispersive Equations and Nonlinear Waves:
    Generalized Korteweg–de Vries, Nonlinear Schrödinger, Wave and Schrödinger Maps
    1st ed., Basel: Springer, 312p.'
  mla: 'Koch, Herbert, et al. <i>Dispersive Equations and Nonlinear Waves: Generalized
    Korteweg–de Vries, Nonlinear Schrödinger, Wave and Schrödinger Maps</i>. 1st ed.,
    vol. 45, Springer, 2014, doi:<a href="https://doi.org/10.1007/978-3-0348-0736-4">10.1007/978-3-0348-0736-4</a>.'
  short: 'H. Koch, D. Tataru, M. Vişan, Dispersive Equations and Nonlinear Waves:
    Generalized Korteweg–de Vries, Nonlinear Schrödinger, Wave and Schrödinger Maps,
    1st ed., Springer, Basel, 2014.'
date_created: 2026-06-19T08:54:09Z
date_published: 2014-07-31T00:00:00Z
date_updated: 2026-07-02T05:44:24Z
day: '31'
doi: 10.1007/978-3-0348-0736-4
edition: '1'
extern: '1'
intvolume: '        45'
language:
- iso: eng
month: '07'
oa_version: None
page: '312'
place: Basel
publication_identifier:
  eisbn:
  - '9783034807364'
  eissn:
  - 2296-5041
  isbn:
  - '9783034807357'
  issn:
  - 1661-237X
publication_status: published
publisher: Springer
quality_controlled: '1'
series_title: OWS
status: public
title: 'Dispersive Equations and Nonlinear Waves: Generalized Korteweg–de Vries, Nonlinear
  Schrödinger, Wave and Schrödinger Maps'
type: book
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 45
year: '2014'
...
---
_id: '2905'
abstract:
- lang: eng
  text: "Persistent homology is a recent grandchild of homology that has found use
    in\r\nscience and engineering as well as in mathematics. This paper surveys the
    method as well\r\nas the applications, neglecting completeness in favor of highlighting
    ideas and directions."
acknowledgement: This research is partially supported by NSF under grant DBI-0820624,
  by ESF under the Research Networking Programme, and by the Russian Government Project
  11.G34.31.0053.
article_processing_charge: No
author:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Dmitriy
  full_name: Morozovy, Dmitriy
  last_name: Morozovy
citation:
  ama: 'Edelsbrunner H, Morozovy D. Persistent homology: Theory and practice. In:
    EMS Press; 2014:31-50. doi:<a href="https://doi.org/10.4171/120-1/3">10.4171/120-1/3</a>'
  apa: 'Edelsbrunner, H., &#38; Morozovy, D. (2014). Persistent homology: Theory and
    practice (pp. 31–50). Presented at the ECM: European Congress of Mathematics,
    Kraków, Poland: EMS Press. <a href="https://doi.org/10.4171/120-1/3">https://doi.org/10.4171/120-1/3</a>'
  chicago: 'Edelsbrunner, Herbert, and Dmitriy Morozovy. “Persistent Homology: Theory
    and Practice,” 31–50. EMS Press, 2014. <a href="https://doi.org/10.4171/120-1/3">https://doi.org/10.4171/120-1/3</a>.'
  ieee: 'H. Edelsbrunner and D. Morozovy, “Persistent homology: Theory and practice,”
    presented at the ECM: European Congress of Mathematics, Kraków, Poland, 2014,
    pp. 31–50.'
  ista: 'Edelsbrunner H, Morozovy D. 2014. Persistent homology: Theory and practice.
    ECM: European Congress of Mathematics, 31–50.'
  mla: 'Edelsbrunner, Herbert, and Dmitriy Morozovy. <i>Persistent Homology: Theory
    and Practice</i>. EMS Press, 2014, pp. 31–50, doi:<a href="https://doi.org/10.4171/120-1/3">10.4171/120-1/3</a>.'
  short: H. Edelsbrunner, D. Morozovy, in:, EMS Press, 2014, pp. 31–50.
conference:
  end_date: 2012-07-07
  location: Kraków, Poland
  name: 'ECM: European Congress of Mathematics'
  start_date: 2012-07-02
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T12:00:16Z
date_published: 2014-01-01T00:00:00Z
date_updated: 2026-07-06T11:55:48Z
day: '01'
ddc:
- '000'
department:
- _id: HeEd
doi: 10.4171/120-1/3
file:
- access_level: open_access
  checksum: 1d4a046f1af945c407c5c4d411d4c5e4
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:43Z
  date_updated: 2020-07-14T12:45:52Z
  file_id: '5232'
  file_name: IST-2016-544-v1+1_2012-P-11-PHTheoryPractice.pdf
  file_size: 435320
  relation: main_file
file_date_updated: 2020-07-14T12:45:52Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Submitted Version
page: 31 - 50
publication_status: published
publisher: EMS Press
publist_id: '3842'
pubrep_id: '544'
quality_controlled: '1'
status: public
title: 'Persistent homology: Theory and practice'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '1904'
abstract:
- lang: eng
  text: We prove a Strichartz inequality for a system of orthonormal functions, with
    an optimal behavior of the constant in the limit of a large number of functions.
    The estimate generalizes the usual Strichartz inequality, in the same fashion
    as the Lieb-Thirring inequality generalizes the Sobolev inequality. As an application,
    we consider the Schrödinger equation with a time-dependent potential and we show
    the existence of the wave operator in Schatten spaces.
article_processing_charge: No
arxiv: 1
author:
- first_name: Rupert
  full_name: Frank, Rupert
  last_name: Frank
- first_name: Mathieu
  full_name: Lewin, Mathieu
  last_name: Lewin
- first_name: Élliott
  full_name: Lieb, Élliott
  last_name: Lieb
- first_name: Robert
  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
  last_name: Seiringer
  orcid: 0000-0002-6781-0521
citation:
  ama: Frank R, Lewin M, Lieb É, Seiringer R. Strichartz inequality for orthonormal
    functions. <i>Journal of the European Mathematical Society</i>. 2014;16(7):1507-1526.
    doi:<a href="https://doi.org/10.4171/JEMS/467">10.4171/JEMS/467</a>
  apa: Frank, R., Lewin, M., Lieb, É., &#38; Seiringer, R. (2014). Strichartz inequality
    for orthonormal functions. <i>Journal of the European Mathematical Society</i>.
    EMS Press. <a href="https://doi.org/10.4171/JEMS/467">https://doi.org/10.4171/JEMS/467</a>
  chicago: Frank, Rupert, Mathieu Lewin, Élliott Lieb, and Robert Seiringer. “Strichartz
    Inequality for Orthonormal Functions.” <i>Journal of the European Mathematical
    Society</i>. EMS Press, 2014. <a href="https://doi.org/10.4171/JEMS/467">https://doi.org/10.4171/JEMS/467</a>.
  ieee: R. Frank, M. Lewin, É. Lieb, and R. Seiringer, “Strichartz inequality for
    orthonormal functions,” <i>Journal of the European Mathematical Society</i>, vol.
    16, no. 7. EMS Press, pp. 1507–1526, 2014.
  ista: Frank R, Lewin M, Lieb É, Seiringer R. 2014. Strichartz inequality for orthonormal
    functions. Journal of the European Mathematical Society. 16(7), 1507–1526.
  mla: Frank, Rupert, et al. “Strichartz Inequality for Orthonormal Functions.” <i>Journal
    of the European Mathematical Society</i>, vol. 16, no. 7, EMS Press, 2014, pp.
    1507–26, doi:<a href="https://doi.org/10.4171/JEMS/467">10.4171/JEMS/467</a>.
  short: R. Frank, M. Lewin, É. Lieb, R. Seiringer, Journal of the European Mathematical
    Society 16 (2014) 1507–1526.
das_tickbox: '1'
date_created: 2018-12-11T11:54:38Z
date_published: 2014-08-23T00:00:00Z
date_updated: 2026-07-06T11:56:08Z
day: '23'
department:
- _id: RoSe
doi: 10.4171/JEMS/467
external_id:
  arxiv:
  - '1306.1309'
  isi:
  - '000345494900006'
intvolume: '        16'
isi: 1
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1306.1309
month: '08'
oa: 1
oa_version: Submitted Version
page: 1507 - 1526
project:
- _id: 26450934-B435-11E9-9278-68D0E5697425
  name: NSERC Postdoctoral fellowship
publication: Journal of the European Mathematical Society
publication_status: published
publisher: EMS Press
publist_id: '5191'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Strichartz inequality for orthonormal functions
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 16
year: '2014'
...
---
_id: '2233'
abstract:
- lang: eng
  text: ' A discounted-sum automaton (NDA) is a nondeterministic finite automaton
    with edge weights, valuing a run by the discounted sum of visited edge weights.
    More precisely, the weight in the i-th position of the run is divided by λi, where
    the discount factor λ is a fixed rational number greater than 1. The value of
    a word is the minimal value of the automaton runs on it. Discounted summation
    is a common and useful measuring scheme, especially for infinite sequences, reflecting
    the assumption that earlier weights are more important than later weights. Unfortunately,
    determinization of NDAs, which is often essential in formal verification, is,
    in general, not possible. We provide positive news, showing that every NDA with
    an integral discount factor is determinizable. We complete the picture by proving
    that the integers characterize exactly the discount factors that guarantee determinizability:
    for every nonintegral rational discount factor λ, there is a nondeterminizable
    λ-NDA. We also prove that the class of NDAs with integral discount factors enjoys
    closure under the algebraic operations min, max, addition, and subtraction, which
    is not the case for general NDAs nor for deterministic NDAs. For general NDAs,
    we look into approximate determinization, which is always possible as the influence
    of a word''s suffix decays. We show that the naive approach, of unfolding the
    automaton computations up to a sufficient level, is doubly exponential in the
    discount factor. We provide an alternative construction for approximate determinization,
    which is singly exponential in the discount factor, in the precision, and in the
    number of states. We also prove matching lower bounds, showing that the exponential
    dependency on each of these three parameters cannot be avoided. All our results
    hold equally for automata over finite words and for automata over infinite words. '
article_processing_charge: No
author:
- first_name: Udi
  full_name: Boker, Udi
  last_name: Boker
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: Boker U, Henzinger TA. Exact and approximate determinization of discounted-sum
    automata. <i>Logical Methods in Computer Science</i>. 2014;10(1). doi:<a href="https://doi.org/10.2168/LMCS-10(1:10)2014">10.2168/LMCS-10(1:10)2014</a>
  apa: Boker, U., &#38; Henzinger, T. A. (2014). Exact and approximate determinization
    of discounted-sum automata. <i>Logical Methods in Computer Science</i>. International
    Federation for Computational Logic. <a href="https://doi.org/10.2168/LMCS-10(1:10)2014">https://doi.org/10.2168/LMCS-10(1:10)2014</a>
  chicago: Boker, Udi, and Thomas A Henzinger. “Exact and Approximate Determinization
    of Discounted-Sum Automata.” <i>Logical Methods in Computer Science</i>. International
    Federation for Computational Logic, 2014. <a href="https://doi.org/10.2168/LMCS-10(1:10)2014">https://doi.org/10.2168/LMCS-10(1:10)2014</a>.
  ieee: U. Boker and T. A. Henzinger, “Exact and approximate determinization of discounted-sum
    automata,” <i>Logical Methods in Computer Science</i>, vol. 10, no. 1. International
    Federation for Computational Logic, 2014.
  ista: Boker U, Henzinger TA. 2014. Exact and approximate determinization of discounted-sum
    automata. Logical Methods in Computer Science. 10(1).
  mla: Boker, Udi, and Thomas A. Henzinger. “Exact and Approximate Determinization
    of Discounted-Sum Automata.” <i>Logical Methods in Computer Science</i>, vol.
    10, no. 1, International Federation for Computational Logic, 2014, doi:<a href="https://doi.org/10.2168/LMCS-10(1:10)2014">10.2168/LMCS-10(1:10)2014</a>.
  short: U. Boker, T.A. Henzinger, Logical Methods in Computer Science 10 (2014).
das_tickbox: '1'
date_created: 2018-12-11T11:56:28Z
date_published: 2014-02-13T00:00:00Z
date_updated: 2026-07-06T13:22:33Z
day: '13'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.2168/LMCS-10(1:10)2014
ec_funded: 1
external_id:
  isi:
  - '000333744700015'
file:
- access_level: open_access
  checksum: 9f6ea2e2d8d4a32ff0becc29d835bbf8
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:07:45Z
  date_updated: 2020-07-14T12:45:34Z
  file_id: '4643'
  file_name: IST-2015-389-v1+1_1401.3957.pdf
  file_size: 550936
  relation: main_file
file_date_updated: 2020-07-14T12:45:34Z
has_accepted_license: '1'
intvolume: '        10'
isi: 1
issue: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
publication: Logical Methods in Computer Science
publication_identifier:
  issn:
  - 1860-5974
publication_status: published
publisher: International Federation for Computational Logic
publist_id: '4728'
pubrep_id: '389'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Exact and approximate determinization of discounted-sum automata
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2014'
...
---
_id: '2234'
abstract:
- lang: eng
  text: We study Markov decision processes (MDPs) with multiple limit-average (or
    mean-payoff) functions. We consider two different objectives, namely, expectation
    and satisfaction objectives. Given an MDP with κ limit-average functions, in the
    expectation objective the goal is to maximize the expected limit-average value,
    and in the satisfaction objective the goal is to maximize the probability of runs
    such that the limit-average value stays above a given vector. We show that under
    the expectation objective, in contrast to the case of one limit-average function,
    both randomization and memory are necessary for strategies even for ε-approximation,
    and that finite-memory randomized strategies are sufficient for achieving Pareto
    optimal values. Under the satisfaction objective, in contrast to the case of one
    limit-average function, infinite memory is necessary for strategies achieving
    a specific value (i.e. randomized finite-memory strategies are not sufficient),
    whereas memoryless randomized strategies are sufficient for ε-approximation, for
    all ε &gt; 0. We further prove that the decision problems for both expectation
    and satisfaction objectives can be solved in polynomial time and the trade-off
    curve (Pareto curve) can be ε-approximated in time polynomial in the size of the
    MDP and 1/ε, and exponential in the number of limit-average functions, for all
    ε &gt; 0. Our analysis also reveals flaws in previous work for MDPs with multiple
    mean-payoff functions under the expectation objective, corrects the flaws, and
    allows us to obtain improved results.
article_processing_charge: No
author:
- first_name: Tomáš
  full_name: Brázdil, Tomáš
  last_name: Brázdil
- first_name: Václav
  full_name: Brožek, Václav
  last_name: Brožek
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Vojtěch
  full_name: Forejt, Vojtěch
  last_name: Forejt
- first_name: Antonín
  full_name: Kučera, Antonín
  last_name: Kučera
citation:
  ama: Brázdil T, Brožek V, Chatterjee K, Forejt V, Kučera A. Markov decision processes
    with multiple long-run average objectives. <i>Logical Methods in Computer Science</i>.
    2014;10(1). doi:<a href="https://doi.org/10.2168/LMCS-10(1:13)2014">10.2168/LMCS-10(1:13)2014</a>
  apa: Brázdil, T., Brožek, V., Chatterjee, K., Forejt, V., &#38; Kučera, A. (2014).
    Markov decision processes with multiple long-run average objectives. <i>Logical
    Methods in Computer Science</i>. International Federation for Computational Logic.
    <a href="https://doi.org/10.2168/LMCS-10(1:13)2014">https://doi.org/10.2168/LMCS-10(1:13)2014</a>
  chicago: Brázdil, Tomáš, Václav Brožek, Krishnendu Chatterjee, Vojtěch Forejt, and
    Antonín Kučera. “Markov Decision Processes with Multiple Long-Run Average Objectives.”
    <i>Logical Methods in Computer Science</i>. International Federation for Computational
    Logic, 2014. <a href="https://doi.org/10.2168/LMCS-10(1:13)2014">https://doi.org/10.2168/LMCS-10(1:13)2014</a>.
  ieee: T. Brázdil, V. Brožek, K. Chatterjee, V. Forejt, and A. Kučera, “Markov decision
    processes with multiple long-run average objectives,” <i>Logical Methods in Computer
    Science</i>, vol. 10, no. 1. International Federation for Computational Logic,
    2014.
  ista: Brázdil T, Brožek V, Chatterjee K, Forejt V, Kučera A. 2014. Markov decision
    processes with multiple long-run average objectives. Logical Methods in Computer
    Science. 10(1).
  mla: Brázdil, Tomáš, et al. “Markov Decision Processes with Multiple Long-Run Average
    Objectives.” <i>Logical Methods in Computer Science</i>, vol. 10, no. 1, International
    Federation for Computational Logic, 2014, doi:<a href="https://doi.org/10.2168/LMCS-10(1:13)2014">10.2168/LMCS-10(1:13)2014</a>.
  short: T. Brázdil, V. Brožek, K. Chatterjee, V. Forejt, A. Kučera, Logical Methods
    in Computer Science 10 (2014).
das_tickbox: '1'
date_created: 2018-12-11T11:56:29Z
date_published: 2014-02-14T00:00:00Z
date_updated: 2026-07-06T13:23:35Z
day: '14'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.2168/LMCS-10(1:13)2014
ec_funded: 1
external_id:
  isi:
  - '000333744700001'
file:
- access_level: open_access
  checksum: 803edcc2d8c1acfba44a9ec43a5eb9f0
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:07:57Z
  date_updated: 2020-07-14T12:45:34Z
  file_id: '4656'
  file_name: IST-2016-428-v1+1_1104.3489.pdf
  file_size: 375388
  relation: main_file
file_date_updated: 2020-07-14T12:45:34Z
has_accepted_license: '1'
intvolume: '        10'
isi: 1
issue: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Logical Methods in Computer Science
publication_identifier:
  issn:
  - 1860-5974
publication_status: published
publisher: International Federation for Computational Logic
publist_id: '4727'
pubrep_id: '428'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Markov decision processes with multiple long-run average objectives
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2014'
...
---
_id: '2265'
abstract:
- lang: eng
  text: Coordinated migration of newly-born neurons to their target territories is
    essential for correct neuronal circuit assembly in the developing brain. Although
    a cohort of signaling pathways has been implicated in the regulation of cortical
    projection neuron migration, the precise molecular mechanisms and how a balanced
    interplay of cell-autonomous and non-autonomous functions of candidate signaling
    molecules controls the discrete steps in the migration process, are just being
    revealed. In this chapter, I will focally review recent advances that improved
    our understanding of the cell-autonomous and possible cell-nonautonomous functions
    of the evolutionarily conserved LIS1/NDEL1-complex in regulating the sequential
    steps of cortical projection neuron migration. I will then elaborate on the emerging
    concept that the Reelin signaling pathway, acts exactly at precise stages in the
    course of cortical projection neuron migration. Lastly, I will discuss how finely
    tuned transcriptional programs and downstream effectors govern particular aspects
    in driving radial migration at discrete stages and how they regulate the precise
    positioning of cortical projection neurons in the developing cerebral cortex.
alternative_title:
- Advances in Experimental Medicine and Biology
article_processing_charge: No
author:
- first_name: Simon
  full_name: Hippenmeyer, Simon
  id: 37B36620-F248-11E8-B48F-1D18A9856A87
  last_name: Hippenmeyer
  orcid: 0000-0003-2279-1061
citation:
  ama: 'Hippenmeyer S. Molecular pathways controlling the sequential steps of cortical
    projection neuron migration. In: Nguyen L, ed. <i>Cellular and Molecular Control
    of Neuronal Migration</i>. Vol 800. Springer; 2014:1-24. doi:<a href="https://doi.org/10.1007/978-94-007-7687-6_1">10.1007/978-94-007-7687-6_1</a>'
  apa: Hippenmeyer, S. (2014). Molecular pathways controlling the sequential steps
    of cortical projection neuron migration. In L. Nguyen (Ed.), <i>Cellular and Molecular
    Control of Neuronal Migration</i> (Vol. 800, pp. 1–24). Springer. <a href="https://doi.org/10.1007/978-94-007-7687-6_1">https://doi.org/10.1007/978-94-007-7687-6_1</a>
  chicago: Hippenmeyer, Simon. “Molecular Pathways Controlling the Sequential Steps
    of Cortical Projection Neuron Migration.” In <i>Cellular and Molecular Control
    of Neuronal Migration</i>, edited by Laurent Nguyen, 800:1–24. Springer, 2014.
    <a href="https://doi.org/10.1007/978-94-007-7687-6_1">https://doi.org/10.1007/978-94-007-7687-6_1</a>.
  ieee: S. Hippenmeyer, “Molecular pathways controlling the sequential steps of cortical
    projection neuron migration,” in <i>Cellular and Molecular Control of Neuronal
    Migration</i>, vol. 800, L. Nguyen, Ed. Springer, 2014, pp. 1–24.
  ista: 'Hippenmeyer S. 2014.Molecular pathways controlling the sequential steps of
    cortical projection neuron migration. In: Cellular and Molecular Control of Neuronal
    Migration. Advances in Experimental Medicine and Biology, vol. 800, 1–24.'
  mla: Hippenmeyer, Simon. “Molecular Pathways Controlling the Sequential Steps of
    Cortical Projection Neuron Migration.” <i>Cellular and Molecular Control of Neuronal
    Migration</i>, edited by Laurent Nguyen, vol. 800, Springer, 2014, pp. 1–24, doi:<a
    href="https://doi.org/10.1007/978-94-007-7687-6_1">10.1007/978-94-007-7687-6_1</a>.
  short: S. Hippenmeyer, in:, L. Nguyen (Ed.), Cellular and Molecular Control of Neuronal
    Migration, Springer, 2014, pp. 1–24.
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:56:39Z
date_published: 2014-01-01T00:00:00Z
date_updated: 2026-07-07T13:04:40Z
day: '01'
department:
- _id: SiHi
doi: 10.1007/978-94-007-7687-6_1
editor:
- first_name: Laurent
  full_name: Nguyen, Laurent
  last_name: Nguyen
external_id:
  isi:
  - '000333646000002'
intvolume: '       800'
isi: 1
language:
- iso: eng
month: '01'
oa_version: None
page: 1 - 24
publication: Cellular and Molecular Control of Neuronal Migration
publication_status: published
publisher: Springer
publist_id: '4679'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Molecular pathways controlling the sequential steps of cortical projection
  neuron migration
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 800
year: '2014'
...
---
_id: '2027'
abstract:
- lang: eng
  text: We present a general framework for applying machine-learning algorithms to
    the verification of Markov decision processes (MDPs). The primary goal of these
    techniques is to improve performance by avoiding an exhaustive exploration of
    the state space. Our framework focuses on probabilistic reachability, which is
    a core property for verification, and is illustrated through two distinct instantiations.
    The first assumes that full knowledge of the MDP is available, and performs a
    heuristic-driven partial exploration of the model, yielding precise lower and
    upper bounds on the required probability. The second tackles the case where we
    may only sample the MDP, and yields probabilistic guarantees, again in terms of
    both the lower and upper bounds, which provides efficient stopping criteria for
    the approximation. The latter is the first extension of statistical model checking
    for unbounded properties inMDPs. In contrast with other related techniques, our
    approach is not restricted to time-bounded (finite-horizon) or discounted properties,
    nor does it assume any particular properties of the MDP. We also show how our
    methods extend to LTL objectives. We present experimental results showing the
    performance of our framework on several examples.
acknowledgement: This research was funded in part by the European Research Council
  (ERC) under grant agreement 246967 (VERIWARE), by the EU FP7 project HIERATIC, by
  the Czech Science Foundation grant No P202/12/P612, by EPSRC project EP/K038575/1.
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Tomáš
  full_name: Brázdil, Tomáš
  last_name: Brázdil
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
- first_name: Vojtěch
  full_name: Forejt, Vojtěch
  last_name: Forejt
- first_name: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
- first_name: Marta
  full_name: Kwiatkowska, Marta
  last_name: Kwiatkowska
- first_name: David
  full_name: Parker, David
  last_name: Parker
- first_name: Mateusz
  full_name: Ujma, Mateusz
  last_name: Ujma
citation:
  ama: 'Brázdil T, Chatterjee K, Chmelik M, et al. Verification of Markov decision
    processes using learning algorithms. In: <i>12th International Symposium on Automated
    Technology for Verification and Analysis</i>. Vol 8837. Springer; 2014:98-114.
    doi:<a href="https://doi.org/10.1007/978-3-319-11936-6_8">10.1007/978-3-319-11936-6_8</a>'
  apa: 'Brázdil, T., Chatterjee, K., Chmelik, M., Forejt, V., Kretinsky, J., Kwiatkowska,
    M., … Ujma, M. (2014). Verification of Markov decision processes using learning
    algorithms. In <i>12th International Symposium on Automated Technology for Verification
    and Analysis</i> (Vol. 8837, pp. 98–114). Sydney, Australia: Springer. <a href="https://doi.org/10.1007/978-3-319-11936-6_8">https://doi.org/10.1007/978-3-319-11936-6_8</a>'
  chicago: Brázdil, Tomáš, Krishnendu Chatterjee, Martin Chmelik, Vojtěch Forejt,
    Jan Kretinsky, Marta Kwiatkowska, David Parker, and Mateusz Ujma. “Verification
    of Markov Decision Processes Using Learning Algorithms.” In <i>12th International
    Symposium on Automated Technology for Verification and Analysis</i>, 8837:98–114.
    Springer, 2014. <a href="https://doi.org/10.1007/978-3-319-11936-6_8">https://doi.org/10.1007/978-3-319-11936-6_8</a>.
  ieee: T. Brázdil <i>et al.</i>, “Verification of Markov decision processes using
    learning algorithms,” in <i>12th International Symposium on Automated Technology
    for Verification and Analysis</i>, Sydney, Australia, 2014, vol. 8837, pp. 98–114.
  ista: 'Brázdil T, Chatterjee K, Chmelik M, Forejt V, Kretinsky J, Kwiatkowska M,
    Parker D, Ujma M. 2014. Verification of Markov decision processes using learning
    algorithms. 12th International Symposium on Automated Technology for Verification
    and Analysis. ATVA: Automated Technology for Verification and Analysis, LNCS,
    vol. 8837, 98–114.'
  mla: Brázdil, Tomáš, et al. “Verification of Markov Decision Processes Using Learning
    Algorithms.” <i>12th International Symposium on Automated Technology for Verification
    and Analysis</i>, vol. 8837, Springer, 2014, pp. 98–114, doi:<a href="https://doi.org/10.1007/978-3-319-11936-6_8">10.1007/978-3-319-11936-6_8</a>.
  short: T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska,
    D. Parker, M. Ujma, in:, 12th International Symposium on Automated Technology
    for Verification and Analysis, Springer, 2014, pp. 98–114.
conference:
  end_date: 2014-11-07
  location: Sydney, Australia
  name: 'ATVA: Automated Technology for Verification and Analysis'
  start_date: 2014-11-03
das_tickbox: '1'
date_created: 2018-12-11T11:55:17Z
date_published: 2014-11-01T00:00:00Z
date_updated: 2026-07-07T13:15:34Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1007/978-3-319-11936-6_8
ec_funded: 1
external_id:
  arxiv:
  - '1402.2967'
intvolume: '      8837'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1402.2967
month: '11'
oa: 1
oa_version: Submitted Version
page: 98 - 114
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 26241A12-B435-11E9-9278-68D0E5697425
  grant_number: '24696'
  name: Light-regulated ligand traps for spatio-temporal inhibition of cell signaling
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: 12th International Symposium on Automated Technology for Verification
  and Analysis
publication_status: published
publisher: Springer
publist_id: '5046'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Verification of Markov decision processes using learning algorithms
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8837
year: '2014'
...
---
_id: '2028'
abstract:
- lang: eng
  text: 'Understanding the dynamics of noisy neurons remains an important challenge
    in neuroscience. Here, we describe a simple probabilistic model that accurately
    describes the firing behavior in a large class (type II) of neurons. To demonstrate
    the usefulness of this model, we show how it accurately predicts the interspike
    interval (ISI) distributions, bursting patterns and mean firing rates found by:
    (1) simulations of the classic Hodgkin-Huxley model with channel noise, (2) experimental
    data from squid giant axon with a noisy input current and (3) experimental data
    on noisy firing from a neuron within the suprachiasmatic nucleus (SCN). This simple
    model has 6 parameters, however, in some cases, two of these parameters are coupled
    and only 5 parameters account for much of the known behavior. From these parameters,
    many properties of spiking can be found through simple calculation. Thus, we show
    how the complex effects of noise can be understood through a simple and general
    probabilistic model.'
acknowledgement: 'This work is supported by AFOSR grant FA 9550-11-1-0165, program
  grant RPG 24/2012 from the Human Frontiers of Science (DBF) and travel support from
  the European Commission Marie Curie International Reintegration Grant PIRG04-GA-2008-239429
  (KB). DP was supported by NIHR01 GM104987 and the Wyss Institute of Biologically
  Inspired Engineering. '
article_processing_charge: No
author:
- first_name: Katarina
  full_name: Bodova, Katarina
  id: 2BA24EA0-F248-11E8-B48F-1D18A9856A87
  last_name: Bodova
  orcid: 0000-0002-7214-0171
- first_name: David
  full_name: Paydarfar, David
  last_name: Paydarfar
- first_name: Daniel
  full_name: Forger, Daniel
  last_name: Forger
citation:
  ama: Bodova K, Paydarfar D, Forger D. Characterizing spiking in noisy type II neurons.
    <i>Journal of Theoretical Biology</i>. 2014;365:40-54. doi:<a href="https://doi.org/10.1016/j.jtbi.2014.09.041">10.1016/j.jtbi.2014.09.041</a>
  apa: Bodova, K., Paydarfar, D., &#38; Forger, D. (2014). Characterizing spiking
    in noisy type II neurons. <i>Journal of Theoretical Biology</i>. Academic Press.
    <a href="https://doi.org/10.1016/j.jtbi.2014.09.041">https://doi.org/10.1016/j.jtbi.2014.09.041</a>
  chicago: Bodova, Katarina, David Paydarfar, and Daniel Forger. “Characterizing Spiking
    in Noisy Type II Neurons.” <i>Journal of Theoretical Biology</i>. Academic Press,
    2014. <a href="https://doi.org/10.1016/j.jtbi.2014.09.041">https://doi.org/10.1016/j.jtbi.2014.09.041</a>.
  ieee: K. Bodova, D. Paydarfar, and D. Forger, “Characterizing spiking in noisy type
    II neurons,” <i>Journal of Theoretical Biology</i>, vol. 365. Academic Press,
    pp. 40–54, 2014.
  ista: Bodova K, Paydarfar D, Forger D. 2014. Characterizing spiking in noisy type
    II neurons. Journal of Theoretical Biology. 365, 40–54.
  mla: Bodova, Katarina, et al. “Characterizing Spiking in Noisy Type II Neurons.”
    <i>Journal of Theoretical Biology</i>, vol. 365, Academic Press, 2014, pp. 40–54,
    doi:<a href="https://doi.org/10.1016/j.jtbi.2014.09.041">10.1016/j.jtbi.2014.09.041</a>.
  short: K. Bodova, D. Paydarfar, D. Forger, Journal of Theoretical Biology 365 (2014)
    40–54.
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:55:18Z
date_published: 2014-10-12T00:00:00Z
date_updated: 2026-07-07T13:13:09Z
day: '12'
ddc:
- '570'
department:
- _id: GaTk
doi: 10.1016/j.jtbi.2014.09.041
external_id:
  isi:
  - '000347267200005'
file:
- access_level: open_access
  checksum: a9dbae18d3233b3dab6944fd3f2cd49e
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:17:58Z
  date_updated: 2020-07-14T12:45:25Z
  file_id: '5316'
  file_name: IST-2016-444-v1+1_1-s2.0-S0022519314005888-main.pdf
  file_size: 2679222
  relation: main_file
file_date_updated: 2020-07-14T12:45:25Z
has_accepted_license: '1'
intvolume: '       365'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: 40 - 54
publication: Journal of Theoretical Biology
publication_status: published
publisher: Academic Press
publist_id: '5043'
pubrep_id: '444'
quality_controlled: '1'
related_material:
  link:
  - relation: erratum
    url: https://doi.org/10.1016/j.jtbi.2015.03.013
scopus_import: '1'
status: public
title: Characterizing spiking in noisy type II neurons
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 365
year: '2014'
...
---
_id: '5415'
abstract:
- lang: eng
  text: 'Recently there has been a significant effort to add quantitative properties
    in formal verification and synthesis. While weighted automata over finite and
    infinite words provide a natural and flexible framework to express quantitative
    properties, perhaps surprisingly, several basic system properties such as average
    response time cannot be expressed with weighted automata. In this work, we introduce
    nested weighted automata as a new formalism for expressing important quantitative
    properties such as average response time. We establish an almost complete decidability
    picture for the basic decision problems for nested weighted automata, and illustrate
    its applicability in several domains.  '
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
citation:
  ama: Chatterjee K, Henzinger TA, Otop J. <i>Nested Weighted Automata</i>. IST Austria;
    2014. doi:<a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">10.15479/AT:IST-2014-170-v1-1</a>
  apa: Chatterjee, K., Henzinger, T. A., &#38; Otop, J. (2014). <i>Nested weighted
    automata</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">https://doi.org/10.15479/AT:IST-2014-170-v1-1</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. <i>Nested Weighted
    Automata</i>. IST Austria, 2014. <a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">https://doi.org/10.15479/AT:IST-2014-170-v1-1</a>.
  ieee: K. Chatterjee, T. A. Henzinger, and J. Otop, <i>Nested weighted automata</i>.
    IST Austria, 2014.
  ista: Chatterjee K, Henzinger TA, Otop J. 2014. Nested weighted automata, IST Austria,
    27p.
  mla: Chatterjee, Krishnendu, et al. <i>Nested Weighted Automata</i>. IST Austria,
    2014, doi:<a href="https://doi.org/10.15479/AT:IST-2014-170-v1-1">10.15479/AT:IST-2014-170-v1-1</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, Nested Weighted Automata, IST Austria,
    2014.
date_created: 2018-12-12T11:39:12Z
date_published: 2014-02-19T00:00:00Z
date_updated: 2026-07-07T14:01:10Z
day: '19'
ddc:
- '004'
department:
- _id: KrCh
- _id: ToHe
doi: 10.15479/AT:IST-2014-170-v1-1
file:
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  checksum: 31f90dcf2cf899c3f8c6427cfcc2b3c7
  content_type: application/pdf
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  date_created: 2018-12-12T11:53:36Z
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  file_id: '5497'
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  file_size: 573457
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file_date_updated: 2020-07-14T12:46:48Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '27'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '170'
related_material:
  record:
  - id: '5436'
    relation: later_version
    status: public
  - id: '1656'
    relation: later_version
    status: public
  - id: '467'
    relation: later_version
    status: public
status: public
title: Nested weighted automata
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2014'
...
---
_id: '2038'
abstract:
- lang: eng
  text: Recently, there has been an effort to add quantitative objectives to formal
    verification and synthesis. We introduce and investigate the extension of temporal
    logics with quantitative atomic assertions. At the heart of quantitative objectives
    lies the accumulation of values along a computation. It is often the accumulated
    sum, as with energy objectives, or the accumulated average, as with mean-payoff
    objectives. We investigate the extension of temporal logics with the prefix-accumulation
    assertions Sum(v) ≥ c and Avg(v) ≥ c, where v is a numeric (or Boolean) variable
    of the system, c is a constant rational number, and Sum(v) and Avg(v) denote the
    accumulated sum and average of the values of v from the beginning of the computation
    up to the current point in time. We also allow the path-accumulation assertions
    LimInfAvg(v) ≥ c and LimSupAvg(v) ≥ c, referring to the average value along an
    entire infinite computation. We study the border of decidability for such quantitative
    extensions of various temporal logics. In particular, we show that extending the
    fragment of CTL that has only the EX, EF, AX, and AG temporal modalities with
    both prefix-accumulation assertions, or extending LTL with both path-accumulation
    assertions, results in temporal logics whose model-checking problem is decidable.
    Moreover, the prefix-accumulation assertions may be generalized with &quot;controlled
    accumulation,&quot; allowing, for example, to specify constraints on the average
    waiting time between a request and a grant. On the negative side, we show that
    this branching-time logic is, in a sense, the maximal logic with one or both of
    the prefix-accumulation assertions that permits a decidable model-checking procedure.
    Extending a temporal logic that has the EG or EU modalities, such as CTL or LTL,
    makes the problem undecidable.
acknowledgement: The research was supported in part by ERC Starting grant 278410 (QUALITY).
article_number: '27'
article_processing_charge: No
article_type: original
author:
- first_name: Udi
  full_name: Boker, Udi
  id: 31E297B6-F248-11E8-B48F-1D18A9856A87
  last_name: Boker
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Orna
  full_name: Kupferman, Orna
  last_name: Kupferman
citation:
  ama: Boker U, Chatterjee K, Henzinger TA, Kupferman O. Temporal specifications with
    accumulative values. <i>ACM Transactions on Computational Logic</i>. 2014;15(4).
    doi:<a href="https://doi.org/10.1145/2629686">10.1145/2629686</a>
  apa: Boker, U., Chatterjee, K., Henzinger, T. A., &#38; Kupferman, O. (2014). Temporal
    specifications with accumulative values. <i>ACM Transactions on Computational
    Logic</i>. ACM. <a href="https://doi.org/10.1145/2629686">https://doi.org/10.1145/2629686</a>
  chicago: Boker, Udi, Krishnendu Chatterjee, Thomas A Henzinger, and Orna Kupferman.
    “Temporal Specifications with Accumulative Values.” <i>ACM Transactions on Computational
    Logic</i>. ACM, 2014. <a href="https://doi.org/10.1145/2629686">https://doi.org/10.1145/2629686</a>.
  ieee: U. Boker, K. Chatterjee, T. A. Henzinger, and O. Kupferman, “Temporal specifications
    with accumulative values,” <i>ACM Transactions on Computational Logic</i>, vol.
    15, no. 4. ACM, 2014.
  ista: Boker U, Chatterjee K, Henzinger TA, Kupferman O. 2014. Temporal specifications
    with accumulative values. ACM Transactions on Computational Logic. 15(4), 27.
  mla: Boker, Udi, et al. “Temporal Specifications with Accumulative Values.” <i>ACM
    Transactions on Computational Logic</i>, vol. 15, no. 4, 27, ACM, 2014, doi:<a
    href="https://doi.org/10.1145/2629686">10.1145/2629686</a>.
  short: U. Boker, K. Chatterjee, T.A. Henzinger, O. Kupferman, ACM Transactions on
    Computational Logic 15 (2014).
das_tickbox: '1'
date_created: 2018-12-11T11:55:21Z
date_published: 2014-09-16T00:00:00Z
date_updated: 2026-07-07T14:01:43Z
day: '16'
ddc:
- '000'
- '004'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1145/2629686
ec_funded: 1
external_id:
  isi:
  - '000345570700002'
file:
- access_level: open_access
  checksum: 354c41d37500b56320afce94cf9a99c2
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:10:59Z
  date_updated: 2020-07-14T12:45:26Z
  file_id: '4851'
  file_name: IST-2014-192-v1+1_AccumulativeValues.pdf
  file_size: 346184
  relation: main_file
file_date_updated: 2020-07-14T12:45:26Z
has_accepted_license: '1'
intvolume: '        15'
isi: 1
issue: '4'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: ACM Transactions on Computational Logic
publication_status: published
publisher: ACM
publist_id: '5013'
pubrep_id: '192'
quality_controlled: '1'
related_material:
  record:
  - id: '5385'
    relation: earlier_version
    status: public
  - id: '3356'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Temporal specifications with accumulative values
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 15
year: '2014'
...
---
OA_place: repository
OA_type: green
_id: '1903'
abstract:
- lang: eng
  text: 'We consider two-player zero-sum partial-observation stochastic games on graphs.
    Based on the information available to the players these games can be classified
    as follows: (a) general partial-observation (both players have partial view of
    the game); (b) one-sided partial-observation (one player has partial-observation
    and the other player has complete-observation); and (c) perfect-observation (both
    players have complete view of the game). The one-sided partial-observation games
    subsumes the important special case of one-player partial-observation stochastic
    games (or partial-observation Markov decision processes (POMDPs)). Based on the
    randomization available for the strategies, (a) the players may not be allowed
    to use randomization (pure strategies), or (b) they may choose a probability distribution
    over actions but the actual random choice is external and not visible to the player
    (actions invisible), or (c) they may use full randomization. We consider all these
    classes of games with reachability, and parity objectives that can express all
    ω-regular objectives. The analysis problems are classified into the qualitative
    analysis that asks for the existence of a strategy that ensures the objective
    with probability 1; and the quantitative analysis that asks for the existence
    of a strategy that ensures the objective with probability at least λ (0,1). In
    this talk we will cover a wide range of results: for perfect-observation games;
    for POMDPs; for one-sided partial-observation games; and for general partial-observation
    games.'
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
citation:
  ama: 'Chatterjee K. Partial-observation stochastic reachability and parity games.
    In: Vol 8634. Springer; 2014:1-4. doi:<a href="https://doi.org/10.1007/978-3-662-44522-8_1">10.1007/978-3-662-44522-8_1</a>'
  apa: 'Chatterjee, K. (2014). Partial-observation stochastic reachability and parity
    games (Vol. 8634, pp. 1–4). Presented at the MFCS: Mathematical Foundations of
    Computer Science, Budapest, Hungary: Springer. <a href="https://doi.org/10.1007/978-3-662-44522-8_1">https://doi.org/10.1007/978-3-662-44522-8_1</a>'
  chicago: Chatterjee, Krishnendu. “Partial-Observation Stochastic Reachability and
    Parity Games,” 8634:1–4. Springer, 2014. <a href="https://doi.org/10.1007/978-3-662-44522-8_1">https://doi.org/10.1007/978-3-662-44522-8_1</a>.
  ieee: 'K. Chatterjee, “Partial-observation stochastic reachability and parity games,”
    presented at the MFCS: Mathematical Foundations of Computer Science, Budapest,
    Hungary, 2014, vol. 8634, no. PART 1, pp. 1–4.'
  ista: 'Chatterjee K. 2014. Partial-observation stochastic reachability and parity
    games. MFCS: Mathematical Foundations of Computer Science, LNCS, vol. 8634, 1–4.'
  mla: Chatterjee, Krishnendu. <i>Partial-Observation Stochastic Reachability and
    Parity Games</i>. Vol. 8634, no. PART 1, Springer, 2014, pp. 1–4, doi:<a href="https://doi.org/10.1007/978-3-662-44522-8_1">10.1007/978-3-662-44522-8_1</a>.
  short: K. Chatterjee, in:, Springer, 2014, pp. 1–4.
conference:
  end_date: 2014-08-29
  location: Budapest, Hungary
  name: 'MFCS: Mathematical Foundations of Computer Science'
  start_date: 2014-08-25
corr_author: '1'
date_created: 2018-12-11T11:54:38Z
date_published: 2014-01-01T00:00:00Z
date_updated: 2026-07-07T14:01:25Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/978-3-662-44522-8_1
ec_funded: 1
intvolume: '      8634'
issue: PART 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.15479/AT:IST-2011-0007
month: '01'
oa: 1
oa_version: Preprint
page: 1 - 4
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: Springer
publist_id: '5192'
pubrep_id: '141'
quality_controlled: '1'
related_material:
  record:
  - id: '5381'
    relation: earlier_version
    status: public
  - id: '2211'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: Partial-observation stochastic reachability and parity games
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8634
year: '2014'
...
---
_id: '2211'
abstract:
- lang: eng
  text: 'In two-player finite-state stochastic games of partial observation on graphs,
    in every state of the graph, the players simultaneously choose an action, and
    their joint actions determine a probability distribution over the successor states.
    The game is played for infinitely many rounds and thus the players construct an
    infinite path in the graph. We consider reachability objectives where the first
    player tries to ensure a target state to be visited almost-surely (i.e., with
    probability 1) or positively (i.e., with positive probability), no matter the
    strategy of the second player. We classify such games according to the information
    and to the power of randomization available to the players. On the basis of information,
    the game can be one-sided with either (a) player 1, or (b) player 2 having partial
    observation (and the other player has perfect observation), or two-sided with
    (c) both players having partial observation. On the basis of randomization, (a)
    the players may not be allowed to use randomization (pure strategies), or (b)
    they may choose a probability distribution over actions but the actual random
    choice is external and not visible to the player (actions invisible), or (c) they
    may use full randomization. Our main results for pure strategies are as follows:
    (1) For one-sided games with player 2 having perfect observation we show that
    (in contrast to full randomized strategies) belief-based (subset-construction
    based) strategies are not sufficient, and we present an exponential upper bound
    on memory both for almost-sure and positive winning strategies; we show that the
    problem of deciding the existence of almost-sure and positive winning strategies
    for player 1 is EXPTIME-complete and present symbolic algorithms that avoid the
    explicit exponential construction. (2) For one-sided games with player 1 having
    perfect observation we show that nonelementarymemory is both necessary and sufficient
    for both almost-sure and positive winning strategies. (3) We show that for the
    general (two-sided) case finite-memory strategies are sufficient for both positive
    and almost-sure winning, and at least nonelementary memory is required. We establish
    the equivalence of the almost-sure winning problems for pure strategies and for
    randomized strategies with actions invisible. Our equivalence result exhibit serious
    flaws in previous results of the literature: we show a nonelementary memory lower
    bound for almost-sure winning whereas an exponential upper bound was previously
    claimed.'
article_number: '16'
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
citation:
  ama: 'Chatterjee K, Doyen L. Partial-observation stochastic games: How to win when
    belief fails. <i>ACM Transactions on Computational Logic</i>. 2014;15(2). doi:<a
    href="https://doi.org/10.1145/2579821">10.1145/2579821</a>'
  apa: 'Chatterjee, K., &#38; Doyen, L. (2014). Partial-observation stochastic games:
    How to win when belief fails. <i>ACM Transactions on Computational Logic</i>.
    ACM. <a href="https://doi.org/10.1145/2579821">https://doi.org/10.1145/2579821</a>'
  chicago: 'Chatterjee, Krishnendu, and Laurent Doyen. “Partial-Observation Stochastic
    Games: How to Win When Belief Fails.” <i>ACM Transactions on Computational Logic</i>.
    ACM, 2014. <a href="https://doi.org/10.1145/2579821">https://doi.org/10.1145/2579821</a>.'
  ieee: 'K. Chatterjee and L. Doyen, “Partial-observation stochastic games: How to
    win when belief fails,” <i>ACM Transactions on Computational Logic</i>, vol. 15,
    no. 2. ACM, 2014.'
  ista: 'Chatterjee K, Doyen L. 2014. Partial-observation stochastic games: How to
    win when belief fails. ACM Transactions on Computational Logic. 15(2), 16.'
  mla: 'Chatterjee, Krishnendu, and Laurent Doyen. “Partial-Observation Stochastic
    Games: How to Win When Belief Fails.” <i>ACM Transactions on Computational Logic</i>,
    vol. 15, no. 2, 16, ACM, 2014, doi:<a href="https://doi.org/10.1145/2579821">10.1145/2579821</a>.'
  short: K. Chatterjee, L. Doyen, ACM Transactions on Computational Logic 15 (2014).
das_tickbox: '1'
date_created: 2018-12-11T11:56:21Z
date_published: 2014-04-01T00:00:00Z
date_updated: 2026-07-07T14:01:26Z
day: '01'
department:
- _id: KrCh
doi: 10.1145/2579821
external_id:
  arxiv:
  - '1107.2141'
  isi:
  - '000336005000006'
intvolume: '        15'
isi: 1
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1107.2141
month: '04'
oa: 1
oa_version: Preprint
publication: ACM Transactions on Computational Logic
publication_status: published
publisher: ACM
publist_id: '4759'
quality_controlled: '1'
related_material:
  record:
  - id: '5381'
    relation: earlier_version
    status: public
  - id: '1903'
    relation: earlier_version
    status: public
  - id: '2955'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: 'Partial-observation stochastic games: How to win when belief fails'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 15
year: '2014'
...
---
_id: '2054'
abstract:
- lang: eng
  text: 'We study two-player concurrent games on finite-state graphs played for an
    infinite number of rounds, where in each round, the two players (player 1 and
    player 2) choose their moves independently and simultaneously; the current state
    and the two moves determine the successor state. The objectives are ω-regular
    winning conditions specified as parity objectives. We consider the qualitative
    analysis problems: the computation of the almost-sure and limit-sure winning set
    of states, where player 1 can ensure to win with probability 1 and with probability
    arbitrarily close to 1, respectively. In general the almost-sure and limit-sure
    winning strategies require both infinite-memory as well as infinite-precision
    (to describe probabilities). While the qualitative analysis problem for concurrent
    parity games with infinite-memory, infinite-precision randomized strategies was
    studied before, we study the bounded-rationality problem for qualitative analysis
    of concurrent parity games, where the strategy set for player 1 is restricted
    to bounded-resource strategies. In terms of precision, strategies can be deterministic,
    uniform, finite-precision, or infinite-precision; and in terms of memory, strategies
    can be memoryless, finite-memory, or infinite-memory. We present a precise and
    complete characterization of the qualitative winning sets for all combinations
    of classes of strategies. In particular, we show that uniform memoryless strategies
    are as powerful as finite-precision infinite-memory strategies, and infinite-precision
    memoryless strategies are as powerful as infinite-precision finite-memory strategies.
    We show that the winning sets can be computed in (n2d+3) time, where n is the
    size of the game structure and 2d is the number of priorities (or colors), and
    our algorithms are symbolic. The membership problem of whether a state belongs
    to a winning set can be decided in NP ∩ coNP. Our symbolic algorithms are based
    on a characterization of the winning sets as μ-calculus formulas, however, our
    μ-calculus formulas are crucially different from the ones for concurrent parity
    games (without bounded rationality); and our memoryless witness strategy constructions
    are significantly different from the infinite-memory witness strategy constructions
    for concurrent parity games.'
alternative_title:
- LNCS
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
citation:
  ama: 'Chatterjee K. Qualitative concurrent parity games: Bounded rationality. In:
    Baldan P, Gorla D, eds. <i>Lecture Notes in Computer Science (Including Subseries
    Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)</i>.
    Vol 8704. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2014:544-559. doi:<a
    href="https://doi.org/10.1007/978-3-662-44584-6_37">10.1007/978-3-662-44584-6_37</a>'
  apa: 'Chatterjee, K. (2014). Qualitative concurrent parity games: Bounded rationality.
    In P. Baldan &#38; D. Gorla (Eds.), <i>Lecture Notes in Computer Science (including
    subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)</i>
    (Vol. 8704, pp. 544–559). Rome, Italy: Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik. <a href="https://doi.org/10.1007/978-3-662-44584-6_37">https://doi.org/10.1007/978-3-662-44584-6_37</a>'
  chicago: 'Chatterjee, Krishnendu. “Qualitative Concurrent Parity Games: Bounded
    Rationality.” In <i>Lecture Notes in Computer Science (Including Subseries Lecture
    Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)</i>, edited
    by Paolo Baldan and Daniele Gorla, 8704:544–59. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2014. <a href="https://doi.org/10.1007/978-3-662-44584-6_37">https://doi.org/10.1007/978-3-662-44584-6_37</a>.'
  ieee: 'K. Chatterjee, “Qualitative concurrent parity games: Bounded rationality,”
    in <i>Lecture Notes in Computer Science (including subseries Lecture Notes in
    Artificial Intelligence and Lecture Notes in Bioinformatics)</i>, Rome, Italy,
    2014, vol. 8704, pp. 544–559.'
  ista: 'Chatterjee K. 2014. Qualitative concurrent parity games: Bounded rationality.
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial
    Intelligence and Lecture Notes in Bioinformatics). CONCUR: Concurrency Theory,
    LNCS, vol. 8704, 544–559.'
  mla: 'Chatterjee, Krishnendu. “Qualitative Concurrent Parity Games: Bounded Rationality.”
    <i>Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial
    Intelligence and Lecture Notes in Bioinformatics)</i>, edited by Paolo Baldan
    and Daniele Gorla, vol. 8704, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2014, pp. 544–59, doi:<a href="https://doi.org/10.1007/978-3-662-44584-6_37">10.1007/978-3-662-44584-6_37</a>.'
  short: K. Chatterjee, in:, P. Baldan, D. Gorla (Eds.), Lecture Notes in Computer
    Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture
    Notes in Bioinformatics), Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2014,
    pp. 544–559.
conference:
  end_date: 2014-09-05
  location: Rome, Italy
  name: 'CONCUR: Concurrency Theory'
  start_date: 2014-09-02
corr_author: '1'
date_created: 2018-12-11T11:55:27Z
date_published: 2014-09-01T00:00:00Z
date_updated: 2026-07-07T14:02:37Z
day: '01'
department:
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doi: 10.1007/978-3-662-44584-6_37
ec_funded: 1
editor:
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  full_name: Baldan, Paolo
  last_name: Baldan
- first_name: Daniele
  full_name: Gorla, Daniele
  last_name: Gorla
intvolume: '      8704'
language:
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month: '09'
oa_version: None
page: 544 - 559
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publication: Lecture Notes in Computer Science (including subseries Lecture Notes
  in Artificial Intelligence and Lecture Notes in Bioinformatics)
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
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related_material:
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    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: 'Qualitative concurrent parity games: Bounded rationality'
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 8704
year: '2014'
...
