---
_id: '989'
abstract:
- lang: eng
  text: We present a generalized optimal transport model in which the mass-preserving
    constraint for the L2-Wasserstein distance is relaxed by introducing a source
    term in the continuity equation. The source term is also incorporated in the path
    energy by means of its squared L2-norm in time of a functional with linear growth
    in space. This extension of the original transport model enables local density
    modulations, which is a desirable feature in applications such as image warping
    and blending. A key advantage of the use of a functional with linear growth in
    space is that it allows for singular sources and sinks, which can be supported
    on points or lines. On a technical level, the L2-norm in time ensures a disintegration
    of the source in time, which we use to obtain the well-posedness of the model
    and the existence of geodesic paths. The numerical discretization is based on
    the proximal splitting approach [18] and selected numerical test cases show the
    potential of the proposed approach. Furthermore, the approach is applied to the
    warping and blending of textures.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Jan
  full_name: Maas, Jan
  id: 4C5696CE-F248-11E8-B48F-1D18A9856A87
  last_name: Maas
  orcid: 0000-0002-0845-1338
- first_name: Martin
  full_name: Rumpf, Martin
  last_name: Rumpf
- first_name: Stefan
  full_name: Simon, Stefan
  last_name: Simon
citation:
  ama: 'Maas J, Rumpf M, Simon S. Transport based image morphing with intensity modulation.
    In: Lauze F, Dong Y, Bjorholm Dahl A, eds. Vol 10302. Springer; 2017:563-577.
    doi:<a href="https://doi.org/10.1007/978-3-319-58771-4_45">10.1007/978-3-319-58771-4_45</a>'
  apa: 'Maas, J., Rumpf, M., &#38; Simon, S. (2017). Transport based image morphing
    with intensity modulation. In F. Lauze, Y. Dong, &#38; A. Bjorholm Dahl (Eds.)
    (Vol. 10302, pp. 563–577). Presented at the SSVM:  Scale Space and Variational
    Methods in Computer Vision, Kolding, Denmark: Springer. <a href="https://doi.org/10.1007/978-3-319-58771-4_45">https://doi.org/10.1007/978-3-319-58771-4_45</a>'
  chicago: Maas, Jan, Martin Rumpf, and Stefan Simon. “Transport Based Image Morphing
    with Intensity Modulation.” edited by François Lauze, Yiqiu Dong, and Anders Bjorholm
    Dahl, 10302:563–77. Springer, 2017. <a href="https://doi.org/10.1007/978-3-319-58771-4_45">https://doi.org/10.1007/978-3-319-58771-4_45</a>.
  ieee: J. Maas, M. Rumpf, and S. Simon, “Transport based image morphing with intensity
    modulation,” presented at the SSVM:  Scale Space and Variational Methods in Computer
    Vision, Kolding, Denmark, 2017, vol. 10302, pp. 563–577.
  ista: Maas J, Rumpf M, Simon S. 2017. Transport based image morphing with intensity
    modulation. SSVM:  Scale Space and Variational Methods in Computer Vision, LNCS,
    vol. 10302, 563–577.
  mla: Maas, Jan, et al. <i>Transport Based Image Morphing with Intensity Modulation</i>.
    Edited by François Lauze et al., vol. 10302, Springer, 2017, pp. 563–77, doi:<a
    href="https://doi.org/10.1007/978-3-319-58771-4_45">10.1007/978-3-319-58771-4_45</a>.
  short: J. Maas, M. Rumpf, S. Simon, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.),
    Springer, 2017, pp. 563–577.
conference:
  end_date: 2017-06-08
  location: Kolding, Denmark
  name: 'SSVM:  Scale Space and Variational Methods in Computer Vision'
  start_date: 2017-06-04
date_created: 2018-12-11T11:49:34Z
date_published: 2017-05-18T00:00:00Z
date_updated: 2026-04-16T10:05:10Z
day: '18'
department:
- _id: JaMa
doi: 10.1007/978-3-319-58771-4_45
editor:
- first_name: François
  full_name: Lauze, François
  last_name: Lauze
- first_name: Yiqiu
  full_name: Dong, Yiqiu
  last_name: Dong
- first_name: Anders
  full_name: Bjorholm Dahl, Anders
  last_name: Bjorholm Dahl
external_id:
  isi:
  - '000432210900045'
fulldoi: https://doi.org/10.1007/978-3-319-58771-4_45
intvolume: '     10302'
isi: 1
language:
- iso: eng
month: '05'
oa_version: None
page: 563 - 577
publication_identifier:
  issn:
  - 0302-9743
publication_status: published
publisher: Springer
publist_id: '6410'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Transport based image morphing with intensity modulation
type: conference
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 10302
year: '2017'
...
---
_id: '990'
abstract:
- lang: eng
  text: Assortative mating is an important driver of speciation in populations with
    gene flow and is predicted to evolve under certain conditions in few-locus models.
    However, the evolution of assortment is less understood for mating based on quantitative
    traits, which are often characterized by high genetic variability and extensive
    linkage disequilibrium between trait loci. We explore this scenario for a two-deme
    model with migration, by considering a single polygenic trait subject to divergent
    viability selection across demes, as well as assortative mating and sexual selection
    within demes, and investigate how trait divergence is shaped by various evolutionary
    forces. Our analysis reveals the existence of sharp thresholds of assortment strength,
    at which divergence increases dramatically. We also study the evolution of assortment
    via invasion of modifiers of mate discrimination and show that the ES assortment
    strength has an intermediate value under a range of migration-selection parameters,
    even in diverged populations, due to subtle effects which depend sensitively on
    the extent of phenotypic variation within these populations. The evolutionary
    dynamics of the polygenic trait is studied using the hypergeometric and infinitesimal
    models. We further investigate the sensitivity of our results to the assumptions
    of the hypergeometric model, using individual-based simulations.
article_processing_charge: No
author:
- first_name: Himani
  full_name: Sachdeva, Himani
  id: 42377A0A-F248-11E8-B48F-1D18A9856A87
  last_name: Sachdeva
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
citation:
  ama: Sachdeva H, Barton NH. Divergence and evolution of assortative mating in a
    polygenic trait model of speciation with gene flow. <i>Evolution; International
    Journal of Organic Evolution</i>. 2017;71(6):1478-1493. doi:<a href="https://doi.org/10.1111/evo.13252">10.1111/evo.13252</a>
  apa: Sachdeva, H., &#38; Barton, N. H. (2017). Divergence and evolution of assortative
    mating in a polygenic trait model of speciation with gene flow. <i>Evolution;
    International Journal of Organic Evolution</i>. Wiley-Blackwell. <a href="https://doi.org/10.1111/evo.13252">https://doi.org/10.1111/evo.13252</a>
  chicago: Sachdeva, Himani, and Nicholas H Barton. “Divergence and Evolution of Assortative
    Mating in a Polygenic Trait Model of Speciation with Gene Flow.” <i>Evolution;
    International Journal of Organic Evolution</i>. Wiley-Blackwell, 2017. <a href="https://doi.org/10.1111/evo.13252">https://doi.org/10.1111/evo.13252</a>.
  ieee: H. Sachdeva and N. H. Barton, “Divergence and evolution of assortative mating
    in a polygenic trait model of speciation with gene flow,” <i>Evolution; International
    Journal of Organic Evolution</i>, vol. 71, no. 6. Wiley-Blackwell, pp. 1478–1493,
    2017.
  ista: Sachdeva H, Barton NH. 2017. Divergence and evolution of assortative mating
    in a polygenic trait model of speciation with gene flow. Evolution; International
    Journal of Organic Evolution. 71(6), 1478–1493.
  mla: Sachdeva, Himani, and Nicholas H. Barton. “Divergence and Evolution of Assortative
    Mating in a Polygenic Trait Model of Speciation with Gene Flow.” <i>Evolution;
    International Journal of Organic Evolution</i>, vol. 71, no. 6, Wiley-Blackwell,
    2017, pp. 1478–93, doi:<a href="https://doi.org/10.1111/evo.13252">10.1111/evo.13252</a>.
  short: H. Sachdeva, N.H. Barton, Evolution; International Journal of Organic Evolution
    71 (2017) 1478–1493.
corr_author: '1'
date_created: 2018-12-11T11:49:34Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2025-07-10T12:02:04Z
day: '01'
ddc:
- '576'
department:
- _id: NiBa
doi: 10.1111/evo.13252
ec_funded: 1
external_id:
  isi:
  - '000403014800005'
  pmid:
  - '28419447'
file:
- access_level: open_access
  checksum: 6d4c38cb1347fd43620d1736c6df5c79
  content_type: application/pdf
  creator: dernst
  date_created: 2019-04-17T07:37:04Z
  date_updated: 2020-07-14T12:48:18Z
  file_id: '6329'
  file_name: 2017_Evolution_Sachdeva_supplement.pdf
  file_size: 625260
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  checksum: f1d90dd8831b44baf49b4dd176f263af
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  file_size: 520110
  relation: main_file
file_date_updated: 2020-07-14T12:48:18Z
fulldoi: https://doi.org/10.1111/evo.13252
has_accepted_license: '1'
intvolume: '        71'
isi: 1
issue: '6'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Submitted Version
page: '1478 - 1493 '
pmid: 1
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
publication: Evolution; International Journal of Organic Evolution
publication_identifier:
  issn:
  - 0014-3820
publication_status: published
publisher: Wiley-Blackwell
publist_id: '6409'
pubrep_id: '977'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Divergence and evolution of assortative mating in a polygenic trait model of
  speciation with gene flow
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 71
year: '2017'
...
---
_id: '991'
abstract:
- lang: eng
  text: Synaptotagmin 7 (Syt7) was originally identified as a slow Ca2+ sensor for
    lysosome fusion, but its function at fast synapses is controversial. The paper
    by Luo and Südhof (2017) in this issue of Neuron shows that at the calyx of Held
    in the auditory brainstem Syt7 triggers asynchronous release during stimulus trains,
    resulting in reliable and temporally precise high-frequency transmission. Thus,
    a slow Ca2+ sensor contributes to the fast signaling properties of the calyx synapse.
article_processing_charge: No
author:
- first_name: Chong
  full_name: Chen, Chong
  id: 3DFD581A-F248-11E8-B48F-1D18A9856A87
  last_name: Chen
- first_name: Peter M
  full_name: Jonas, Peter M
  id: 353C1B58-F248-11E8-B48F-1D18A9856A87
  last_name: Jonas
  orcid: 0000-0001-5001-4804
citation:
  ama: 'Chen C, Jonas PM. Synaptotagmins: That’s why so many. <i>Neuron</i>. 2017;94(4):694-696.
    doi:<a href="https://doi.org/10.1016/j.neuron.2017.05.011">10.1016/j.neuron.2017.05.011</a>'
  apa: 'Chen, C., &#38; Jonas, P. M. (2017). Synaptotagmins: That’s why so many. <i>Neuron</i>.
    Elsevier. <a href="https://doi.org/10.1016/j.neuron.2017.05.011">https://doi.org/10.1016/j.neuron.2017.05.011</a>'
  chicago: 'Chen, Chong, and Peter M Jonas. “Synaptotagmins: That’s Why so Many.”
    <i>Neuron</i>. Elsevier, 2017. <a href="https://doi.org/10.1016/j.neuron.2017.05.011">https://doi.org/10.1016/j.neuron.2017.05.011</a>.'
  ieee: 'C. Chen and P. M. Jonas, “Synaptotagmins: That’s why so many,” <i>Neuron</i>,
    vol. 94, no. 4. Elsevier, pp. 694–696, 2017.'
  ista: 'Chen C, Jonas PM. 2017. Synaptotagmins: That’s why so many. Neuron. 94(4),
    694–696.'
  mla: 'Chen, Chong, and Peter M. Jonas. “Synaptotagmins: That’s Why so Many.” <i>Neuron</i>,
    vol. 94, no. 4, Elsevier, 2017, pp. 694–96, doi:<a href="https://doi.org/10.1016/j.neuron.2017.05.011">10.1016/j.neuron.2017.05.011</a>.'
  short: C. Chen, P.M. Jonas, Neuron 94 (2017) 694–696.
date_created: 2018-12-11T11:49:34Z
date_published: 2017-05-17T00:00:00Z
date_updated: 2026-04-16T10:05:51Z
day: '17'
department:
- _id: PeJo
doi: 10.1016/j.neuron.2017.05.011
external_id:
  isi:
  - '000401415100002'
fulldoi: https://doi.org/10.1016/j.neuron.2017.05.011
intvolume: '        94'
isi: 1
issue: '4'
language:
- iso: eng
month: '05'
oa_version: None
page: 694 - 696
publication: Neuron
publication_identifier:
  issn:
  - 0896-6273
publication_status: published
publisher: Elsevier
publist_id: '6408'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Synaptotagmins: That’s why so many'
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 94
year: '2017'
...
---
OA_place: publisher
_id: '992'
abstract:
- lang: eng
  text: "An instance of the Constraint Satisfaction Problem (CSP) is given by a finite
    set of\r\nvariables, a finite domain of labels, and a set of constraints, each
    constraint acting on\r\na subset of the variables. The goal is to find an assignment
    of labels to its variables\r\nthat satisfies all constraints (or decide whether
    one exists). If we allow more general\r\n“soft” constraints, which come with (possibly
    infinite) costs of particular assignments,\r\nwe obtain instances from a richer
    class called Valued Constraint Satisfaction Problem\r\n(VCSP). There the goal
    is to find an assignment with minimum total cost.\r\nIn this thesis, we focus
    (assuming that P\r\n6\r\n=\r\nNP) on classifying computational com-\r\nplexity
    of CSPs and VCSPs under certain restricting conditions. Two results are the core\r\ncontent
    of the work. In one of them, we consider VCSPs parametrized by a constraint\r\nlanguage,
    that is the set of “soft” constraints allowed to form the instances, and finish\r\nthe
    complexity classification modulo (missing pieces of) complexity classification
    for\r\nanalogously parametrized CSP. The other result is a generalization of Edmonds’
    perfect\r\nmatching algorithm. This generalization contributes to complexity classfications
    in two\r\nways. First, it gives a new (largest known) polynomial-time solvable
    class of Boolean\r\nCSPs in which every variable may appear in at most two constraints
    and second, it\r\nsettles full classification of Boolean CSPs with planar drawing
    (again parametrized by a\r\nconstraint language)."
acknowledgement: FP7/2007-2013/ERC grant agreement no 616160
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Michal
  full_name: Rolinek, Michal
  id: 3CB3BC06-F248-11E8-B48F-1D18A9856A87
  last_name: Rolinek
citation:
  ama: Rolinek M. Complexity of constraint satisfaction. 2017. doi:<a href="https://doi.org/10.15479/AT:ISTA:th_815">10.15479/AT:ISTA:th_815</a>
  apa: Rolinek, M. (2017). <i>Complexity of constraint satisfaction</i>. Institute
    of Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:th_815">https://doi.org/10.15479/AT:ISTA:th_815</a>
  chicago: Rolinek, Michal. “Complexity of Constraint Satisfaction.” Institute of
    Science and Technology Austria, 2017. <a href="https://doi.org/10.15479/AT:ISTA:th_815">https://doi.org/10.15479/AT:ISTA:th_815</a>.
  ieee: M. Rolinek, “Complexity of constraint satisfaction,” Institute of Science
    and Technology Austria, 2017.
  ista: Rolinek M. 2017. Complexity of constraint satisfaction. Institute of Science
    and Technology Austria.
  mla: Rolinek, Michal. <i>Complexity of Constraint Satisfaction</i>. Institute of
    Science and Technology Austria, 2017, doi:<a href="https://doi.org/10.15479/AT:ISTA:th_815">10.15479/AT:ISTA:th_815</a>.
  short: M. Rolinek, Complexity of Constraint Satisfaction, Institute of Science and
    Technology Austria, 2017.
corr_author: '1'
date_created: 2018-12-11T11:49:35Z
date_published: 2017-05-01T00:00:00Z
date_updated: 2026-04-08T14:17:06Z
day: '01'
ddc:
- '004'
degree_awarded: PhD
department:
- _id: VlKo
doi: 10.15479/AT:ISTA:th_815
ec_funded: 1
file:
- access_level: open_access
  checksum: 81761fb939acb7585c36629f765b4373
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  creator: system
  date_created: 2018-12-12T10:07:55Z
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  date_created: 2019-04-05T08:43:24Z
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fulldoi: https://doi.org/10.15479/AT:ISTA:th_815
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '97'
project:
- _id: 25FBA906-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '616160'
  name: 'Discrete Optimization in Computer Vision: Theory and Practice'
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
publist_id: '6407'
pubrep_id: '815'
status: public
supervisor:
- first_name: Vladimir
  full_name: Kolmogorov, Vladimir
  id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kolmogorov
title: Complexity of constraint satisfaction
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2017'
...
---
_id: '993'
abstract:
- lang: eng
  text: In real-world applications, observations are often constrained to a small
    fraction of a system. Such spatial subsampling can be caused by the inaccessibility
    or the sheer size of the system, and cannot be overcome by longer sampling. Spatial
    subsampling can strongly bias inferences about a system’s aggregated properties.
    To overcome the bias, we derive analytically a subsampling scaling framework that
    is applicable to different observables, including distributions of neuronal avalanches,
    of number of people infected during an epidemic outbreak, and of node degrees.
    We demonstrate how to infer the correct distributions of the underlying full system,
    how to apply it to distinguish critical from subcritical systems, and how to disentangle
    subsampling and finite size effects. Lastly, we apply subsampling scaling to neuronal
    avalanche models and to recordings from developing neural networks. We show that
    only mature, but not young networks follow power-law scaling, indicating self-organization
    to criticality during development.
article_number: '15140'
article_processing_charge: Yes (in subscription journal)
author:
- first_name: Anna
  full_name: Levina (Martius), Anna
  id: 35AF8020-F248-11E8-B48F-1D18A9856A87
  last_name: Levina (Martius)
- first_name: Viola
  full_name: Priesemann, Viola
  last_name: Priesemann
citation:
  ama: Levina (Martius) A, Priesemann V. Subsampling scaling. <i>Nature Communications</i>.
    2017;8. doi:<a href="https://doi.org/10.1038/ncomms15140">10.1038/ncomms15140</a>
  apa: Levina (Martius), A., &#38; Priesemann, V. (2017). Subsampling scaling. <i>Nature
    Communications</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/ncomms15140">https://doi.org/10.1038/ncomms15140</a>
  chicago: Levina (Martius), Anna, and Viola Priesemann. “Subsampling Scaling.” <i>Nature
    Communications</i>. Nature Publishing Group, 2017. <a href="https://doi.org/10.1038/ncomms15140">https://doi.org/10.1038/ncomms15140</a>.
  ieee: A. Levina (Martius) and V. Priesemann, “Subsampling scaling,” <i>Nature Communications</i>,
    vol. 8. Nature Publishing Group, 2017.
  ista: Levina (Martius) A, Priesemann V. 2017. Subsampling scaling. Nature Communications.
    8, 15140.
  mla: Levina (Martius), Anna, and Viola Priesemann. “Subsampling Scaling.” <i>Nature
    Communications</i>, vol. 8, 15140, Nature Publishing Group, 2017, doi:<a href="https://doi.org/10.1038/ncomms15140">10.1038/ncomms15140</a>.
  short: A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
date_created: 2018-12-11T11:49:35Z
date_published: 2017-05-04T00:00:00Z
date_updated: 2025-07-10T12:02:06Z
day: '04'
ddc:
- '005'
- '571'
department:
- _id: GaTk
- _id: JoCs
doi: 10.1038/ncomms15140
ec_funded: 1
external_id:
  isi:
  - '000400560700001'
file:
- access_level: open_access
  checksum: 9880212f8c4c53404c7c6fbf9023c53a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:15:05Z
  date_updated: 2020-07-14T12:48:19Z
  file_id: '5122'
  file_name: IST-2017-819-v1+1_2017_Levina_SubsamplingScaling.pdf
  file_size: 746224
  relation: main_file
file_date_updated: 2020-07-14T12:48:19Z
fulldoi: https://doi.org/10.1038/ncomms15140
has_accepted_license: '1'
intvolume: '         8'
isi: 1
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Nature Communications
publication_identifier:
  issn:
  - 2041-1723
publication_status: published
publisher: Nature Publishing Group
publist_id: '6406'
pubrep_id: '819'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Subsampling scaling
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: 8
year: '2017'
...
---
_id: '994'
abstract:
- lang: eng
  text: The formation of vortices is usually considered to be the main mechanism of
    angular momentum disposal in superfluids. Recently, it was predicted that a superfluid
    can acquire angular momentum via an alternative, microscopic route -- namely,
    through interaction with rotating impurities, forming so-called `angulon quasiparticles'
    [Phys. Rev. Lett. 114, 203001 (2015)]. The angulon instabilities correspond to
    transfer of a small number of angular momentum quanta from the impurity to the
    superfluid, as opposed to vortex instabilities, where angular momentum is quantized
    in units of ℏ  per atom. Furthermore, since conventional impurities (such as molecules)
    represent three-dimensional (3D) rotors, the angular momentum transferred is intrinsically
    3D as well, as opposed to a merely planar rotation which is inherent to vortices.
    Herein we show that the angulon theory can explain the anomalous broadening of
    the spectroscopic lines observed for CH 3   and NH 3   molecules in superfluid
    helium nanodroplets, thereby providing a fingerprint of the emerging angulon instabilities
    in experiment.
article_processing_charge: No
arxiv: 1
author:
- first_name: Igor
  full_name: Cherepanov, Igor
  id: 339C7E5A-F248-11E8-B48F-1D18A9856A87
  last_name: Cherepanov
- first_name: Mikhail
  full_name: Lemeshko, Mikhail
  id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
  last_name: Lemeshko
  orcid: 0000-0002-6990-7802
citation:
  ama: Cherepanov I, Lemeshko M. Fingerprints of angulon instabilities in the spectra
    of matrix-isolated molecules. <i>Physical Review Materials</i>. 2017;1(3). doi:<a
    href="https://doi.org/10.1103/PhysRevMaterials.1.035602">10.1103/PhysRevMaterials.1.035602</a>
  apa: Cherepanov, I., &#38; Lemeshko, M. (2017). Fingerprints of angulon instabilities
    in the spectra of matrix-isolated molecules. <i>Physical Review Materials</i>.
    American Physical Society. <a href="https://doi.org/10.1103/PhysRevMaterials.1.035602">https://doi.org/10.1103/PhysRevMaterials.1.035602</a>
  chicago: Cherepanov, Igor, and Mikhail Lemeshko. “Fingerprints of Angulon Instabilities
    in the Spectra of Matrix-Isolated Molecules.” <i>Physical Review Materials</i>.
    American Physical Society, 2017. <a href="https://doi.org/10.1103/PhysRevMaterials.1.035602">https://doi.org/10.1103/PhysRevMaterials.1.035602</a>.
  ieee: I. Cherepanov and M. Lemeshko, “Fingerprints of angulon instabilities in the
    spectra of matrix-isolated molecules,” <i>Physical Review Materials</i>, vol.
    1, no. 3. American Physical Society, 2017.
  ista: Cherepanov I, Lemeshko M. 2017. Fingerprints of angulon instabilities in the
    spectra of matrix-isolated molecules. Physical Review Materials. 1(3).
  mla: Cherepanov, Igor, and Mikhail Lemeshko. “Fingerprints of Angulon Instabilities
    in the Spectra of Matrix-Isolated Molecules.” <i>Physical Review Materials</i>,
    vol. 1, no. 3, American Physical Society, 2017, doi:<a href="https://doi.org/10.1103/PhysRevMaterials.1.035602">10.1103/PhysRevMaterials.1.035602</a>.
  short: I. Cherepanov, M. Lemeshko, Physical Review Materials 1 (2017).
corr_author: '1'
date_created: 2018-12-11T11:49:35Z
date_published: 2017-08-08T00:00:00Z
date_updated: 2025-06-04T10:15:04Z
day: '08'
department:
- _id: MiLe
doi: 10.1103/PhysRevMaterials.1.035602
ec_funded: 1
external_id:
  arxiv:
  - '1705.09220'
  isi:
  - '000416564000004'
fulldoi: https://doi.org/10.1103/PhysRevMaterials.1.035602
intvolume: '         1'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1705.09220
month: '08'
oa: 1
oa_version: Submitted Version
project:
- _id: 26031614-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P29902
  name: Quantum rotations in the presence of a many-body environment
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication: Physical Review Materials
publication_status: published
publisher: American Physical Society
publist_id: '6405'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Fingerprints of angulon instabilities in the spectra of matrix-isolated molecules
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2017'
...
---
_id: '996'
abstract:
- lang: eng
  text: 'Iodine (I 2  ) molecules embedded in He nanodroplets are aligned by a 160
    ps long laser pulse. The highest degree of alignment, occurring at the peak of
    the pulse and quantified by ⟨cos 2 θ 2D ⟩ , is measured as a function of the laser
    intensity. The results are well described by ⟨cos 2 θ 2D ⟩  calculated for a gas
    of isolated molecules each with an effective rotational constant of 0.6 times
    the gas-phase value, and at a temperature of 0.4 K. Theoretical analysis using
    the angulon quasiparticle to describe rotating molecules in superfluid helium
    rationalizes why the alignment mechanism is similar to that of isolated molecules
    with an effective rotational constant. A major advantage of molecules in He droplets
    is that their 0.4 K temperature leads to stronger alignment than what can generally
    be achieved for gas phase molecules -- here demonstrated by a direct comparison
    of the droplet results to measurements on a ∼  1 K supersonic beam of isolated
    molecules. This point is further illustrated for more complex system by measurements
    on 1,4-diiodobenzene and 1,4-dibromobenzene. For all three molecular species studied
    the highest values of ⟨cos 2 θ 2D ⟩  achieved in He droplets exceed 0.96. '
article_number: '013946'
article_processing_charge: No
arxiv: 1
author:
- first_name: Benjamin
  full_name: Shepperson, Benjamin
  last_name: Shepperson
- first_name: Adam
  full_name: Chatterley, Adam
  last_name: Chatterley
- first_name: Anders
  full_name: Søndergaard, Anders
  last_name: Søndergaard
- first_name: Lars
  full_name: Christiansen, Lars
  last_name: Christiansen
- first_name: Mikhail
  full_name: Lemeshko, Mikhail
  id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
  last_name: Lemeshko
  orcid: 0000-0002-6990-7802
- first_name: Henrik
  full_name: Stapelfeldt, Henrik
  last_name: Stapelfeldt
citation:
  ama: Shepperson B, Chatterley A, Søndergaard A, Christiansen L, Lemeshko M, Stapelfeldt
    H. Strongly aligned molecules inside helium droplets in the near-adiabatic regime.
    <i>The Journal of Chemical Physics</i>. 2017;147(1). doi:<a href="https://doi.org/10.1063/1.4983703">10.1063/1.4983703</a>
  apa: Shepperson, B., Chatterley, A., Søndergaard, A., Christiansen, L., Lemeshko,
    M., &#38; Stapelfeldt, H. (2017). Strongly aligned molecules inside helium droplets
    in the near-adiabatic regime. <i>The Journal of Chemical Physics</i>. AIP Publishing.
    <a href="https://doi.org/10.1063/1.4983703">https://doi.org/10.1063/1.4983703</a>
  chicago: Shepperson, Benjamin, Adam Chatterley, Anders Søndergaard, Lars Christiansen,
    Mikhail Lemeshko, and Henrik Stapelfeldt. “Strongly Aligned Molecules inside Helium
    Droplets in the Near-Adiabatic Regime.” <i>The Journal of Chemical Physics</i>.
    AIP Publishing, 2017. <a href="https://doi.org/10.1063/1.4983703">https://doi.org/10.1063/1.4983703</a>.
  ieee: B. Shepperson, A. Chatterley, A. Søndergaard, L. Christiansen, M. Lemeshko,
    and H. Stapelfeldt, “Strongly aligned molecules inside helium droplets in the
    near-adiabatic regime,” <i>The Journal of Chemical Physics</i>, vol. 147, no.
    1. AIP Publishing, 2017.
  ista: Shepperson B, Chatterley A, Søndergaard A, Christiansen L, Lemeshko M, Stapelfeldt
    H. 2017. Strongly aligned molecules inside helium droplets in the near-adiabatic
    regime. The Journal of Chemical Physics. 147(1), 013946.
  mla: Shepperson, Benjamin, et al. “Strongly Aligned Molecules inside Helium Droplets
    in the Near-Adiabatic Regime.” <i>The Journal of Chemical Physics</i>, vol. 147,
    no. 1, 013946, AIP Publishing, 2017, doi:<a href="https://doi.org/10.1063/1.4983703">10.1063/1.4983703</a>.
  short: B. Shepperson, A. Chatterley, A. Søndergaard, L. Christiansen, M. Lemeshko,
    H. Stapelfeldt, The Journal of Chemical Physics 147 (2017).
date_created: 2018-12-11T11:49:36Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2025-06-04T08:17:46Z
day: '01'
department:
- _id: MiLe
doi: 10.1063/1.4983703
external_id:
  arxiv:
  - '1704.03684'
  isi:
  - '000405089400047'
fulldoi: https://doi.org/10.1063/1.4983703
intvolume: '       147'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1704.03684
month: '06'
oa: 1
oa_version: Submitted Version
publication: The Journal of Chemical Physics
publication_identifier:
  issn:
  - 0021-9606
publication_status: published
publisher: AIP Publishing
publist_id: '6403'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Strongly aligned molecules inside helium droplets in the near-adiabatic regime
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 147
year: '2017'
...
---
_id: '997'
abstract:
- lang: eng
  text: Recently it was shown that molecules rotating in superfluid helium can be
    described in terms of the angulon quasiparticles (Phys. Rev. Lett. 118, 095301
    (2017)). Here we demonstrate that in the experimentally realized regime the angulon
    can be seen as a point charge on a 2-sphere interacting with a gauge field of
    a non-abelian magnetic monopole. Unlike in several other settings, the gauge fields
    of the angulon problem emerge in the real coordinate space, as opposed to the
    momentum space or some effective parameter space. Furthermore, we find a topological
    transition associated with making the monopole abelian, which takes place in the
    vicinity of the previously reported angulon instabilities. These results pave
    the way for studying topological phenomena in experiments on molecules trapped
    in superfluid helium nanodroplets, as well as on other realizations of orbital
    impurity problems.
article_number: '235301'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Enderalp
  full_name: Yakaboylu, Enderalp
  id: 38CB71F6-F248-11E8-B48F-1D18A9856A87
  last_name: Yakaboylu
  orcid: 0000-0001-5973-0874
- first_name: Andreas
  full_name: Deuchert, Andreas
  id: 4DA65CD0-F248-11E8-B48F-1D18A9856A87
  last_name: Deuchert
  orcid: 0000-0003-3146-6746
- first_name: Mikhail
  full_name: Lemeshko, Mikhail
  id: 37CB05FA-F248-11E8-B48F-1D18A9856A87
  last_name: Lemeshko
  orcid: 0000-0002-6990-7802
citation:
  ama: Yakaboylu E, Deuchert A, Lemeshko M. Emergence of non-abelian magnetic monopoles
    in a quantum impurity problem. <i>Physical Review Letters</i>. 2017;119(23). doi:<a
    href="https://doi.org/10.1103/PhysRevLett.119.235301">10.1103/PhysRevLett.119.235301</a>
  apa: Yakaboylu, E., Deuchert, A., &#38; Lemeshko, M. (2017). Emergence of non-abelian
    magnetic monopoles in a quantum impurity problem. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/PhysRevLett.119.235301">https://doi.org/10.1103/PhysRevLett.119.235301</a>
  chicago: Yakaboylu, Enderalp, Andreas Deuchert, and Mikhail Lemeshko. “Emergence
    of Non-Abelian Magnetic Monopoles in a Quantum Impurity Problem.” <i>Physical
    Review Letters</i>. American Physical Society, 2017. <a href="https://doi.org/10.1103/PhysRevLett.119.235301">https://doi.org/10.1103/PhysRevLett.119.235301</a>.
  ieee: E. Yakaboylu, A. Deuchert, and M. Lemeshko, “Emergence of non-abelian magnetic
    monopoles in a quantum impurity problem,” <i>Physical Review Letters</i>, vol.
    119, no. 23. American Physical Society, 2017.
  ista: Yakaboylu E, Deuchert A, Lemeshko M. 2017. Emergence of non-abelian magnetic
    monopoles in a quantum impurity problem. Physical Review Letters. 119(23), 235301.
  mla: Yakaboylu, Enderalp, et al. “Emergence of Non-Abelian Magnetic Monopoles in
    a Quantum Impurity Problem.” <i>Physical Review Letters</i>, vol. 119, no. 23,
    235301, American Physical Society, 2017, doi:<a href="https://doi.org/10.1103/PhysRevLett.119.235301">10.1103/PhysRevLett.119.235301</a>.
  short: E. Yakaboylu, A. Deuchert, M. Lemeshko, Physical Review Letters 119 (2017).
corr_author: '1'
date_created: 2018-12-11T11:49:36Z
date_published: 2017-12-06T00:00:00Z
date_updated: 2025-04-14T07:26:54Z
day: '06'
department:
- _id: MiLe
- _id: RoSe
doi: 10.1103/PhysRevLett.119.235301
ec_funded: 1
external_id:
  arxiv:
  - '1705.05162'
  isi:
  - '000417132100007'
fulldoi: https://doi.org/10.1103/PhysRevLett.119.235301
intvolume: '       119'
isi: 1
issue: '23'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1705.05162
month: '12'
oa: 1
oa_version: Preprint
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 25C6DC12-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '694227'
  name: Analysis of quantum many-body systems
- _id: 26031614-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P29902
  name: Quantum rotations in the presence of a many-body environment
publication: Physical Review Letters
publication_identifier:
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
publist_id: '6401'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Emergence of non-abelian magnetic monopoles in a quantum impurity problem
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 119
year: '2017'
...
---
_id: '998'
abstract:
- lang: eng
  text: 'A major open problem on the road to artificial intelligence is the development
    of incrementally learning systems that learn about more and more concepts over
    time from a stream of data. In this work, we introduce a new training strategy,
    iCaRL, that allows learning in such a class-incremental way: only the training
    data for a small number of classes has to be present at the same time and new
    classes can be added progressively. iCaRL learns strong classifiers and a data
    representation simultaneously. This distinguishes it from earlier works that were
    fundamentally limited to fixed data representations and therefore incompatible
    with deep learning architectures. We show by experiments on CIFAR-100 and ImageNet
    ILSVRC 2012 data that iCaRL can learn many classes incrementally over a long period
    of time where other strategies quickly fail. '
article_processing_charge: No
arxiv: 1
author:
- first_name: Sylvestre Alvise
  full_name: Rebuffi, Sylvestre Alvise
  last_name: Rebuffi
- first_name: Alexander
  full_name: Kolesnikov, Alexander
  id: 2D157DB6-F248-11E8-B48F-1D18A9856A87
  last_name: Kolesnikov
- first_name: Georg
  full_name: Sperl, Georg
  id: 4DD40360-F248-11E8-B48F-1D18A9856A87
  last_name: Sperl
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Rebuffi SA, Kolesnikov A, Sperl G, Lampert C. iCaRL: Incremental classifier
    and representation learning. In: Vol 2017. IEEE; 2017:5533-5542. doi:<a href="https://doi.org/10.1109/CVPR.2017.587">10.1109/CVPR.2017.587</a>'
  apa: 'Rebuffi, S. A., Kolesnikov, A., Sperl, G., &#38; Lampert, C. (2017). iCaRL:
    Incremental classifier and representation learning (Vol. 2017, pp. 5533–5542).
    Presented at the CVPR: Computer Vision and Pattern Recognition, Honolulu, HA,
    United States: IEEE. <a href="https://doi.org/10.1109/CVPR.2017.587">https://doi.org/10.1109/CVPR.2017.587</a>'
  chicago: 'Rebuffi, Sylvestre Alvise, Alexander Kolesnikov, Georg Sperl, and Christoph
    Lampert. “ICaRL: Incremental Classifier and Representation Learning,” 2017:5533–42.
    IEEE, 2017. <a href="https://doi.org/10.1109/CVPR.2017.587">https://doi.org/10.1109/CVPR.2017.587</a>.'
  ieee: 'S. A. Rebuffi, A. Kolesnikov, G. Sperl, and C. Lampert, “iCaRL: Incremental
    classifier and representation learning,” presented at the CVPR: Computer Vision
    and Pattern Recognition, Honolulu, HA, United States, 2017, vol. 2017, pp. 5533–5542.'
  ista: 'Rebuffi SA, Kolesnikov A, Sperl G, Lampert C. 2017. iCaRL: Incremental classifier
    and representation learning. CVPR: Computer Vision and Pattern Recognition vol.
    2017, 5533–5542.'
  mla: 'Rebuffi, Sylvestre Alvise, et al. <i>ICaRL: Incremental Classifier and Representation
    Learning</i>. Vol. 2017, IEEE, 2017, pp. 5533–42, doi:<a href="https://doi.org/10.1109/CVPR.2017.587">10.1109/CVPR.2017.587</a>.'
  short: S.A. Rebuffi, A. Kolesnikov, G. Sperl, C. Lampert, in:, IEEE, 2017, pp. 5533–5542.
conference:
  end_date: 2017-07-26
  location: Honolulu, HA, United States
  name: 'CVPR: Computer Vision and Pattern Recognition'
  start_date: 2017-07-21
date_created: 2018-12-11T11:49:37Z
date_published: 2017-04-14T00:00:00Z
date_updated: 2025-06-04T08:18:32Z
day: '14'
department:
- _id: ChLa
- _id: ChWo
doi: 10.1109/CVPR.2017.587
ec_funded: 1
external_id:
  arxiv:
  - '1611.07725'
  isi:
  - '000418371405066'
fulldoi: https://doi.org/10.1109/CVPR.2017.587
intvolume: '      2017'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1611.07725
month: '04'
oa: 1
oa_version: Submitted Version
page: 5533 - 5542
project:
- _id: 2532554C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '308036'
  name: Lifelong Learning of Visual Scene Understanding
publication_identifier:
  isbn:
  - 978-153860457-1
publication_status: published
publisher: IEEE
publist_id: '6400'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'iCaRL: Incremental classifier and representation learning'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 2017
year: '2017'
...
---
_id: '999'
abstract:
- lang: eng
  text: 'In multi-task learning, a learner is given a collection of prediction tasks
    and needs to solve all of them. In contrast to previous work, which required that
    annotated training data must be available for all tasks, we consider a new setting,
    in which for some tasks, potentially most of them, only unlabeled training data
    is provided. Consequently, to solve all tasks, information must be transferred
    between tasks with labels and tasks without labels. Focusing on an instance-based
    transfer method we analyze two variants of this setting: when the set of labeled
    tasks is fixed, and when it can be actively selected by the learner. We state
    and prove a generalization bound that covers both scenarios and derive from it
    an algorithm for making the choice of labeled tasks (in the active case) and for
    transferring information between the tasks in a principled way. We also illustrate
    the effectiveness of the algorithm on synthetic and real data. '
alternative_title:
- PMLR
article_processing_charge: No
arxiv: 1
author:
- first_name: Anastasia
  full_name: Pentina, Anastasia
  id: 42E87FC6-F248-11E8-B48F-1D18A9856A87
  last_name: Pentina
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Pentina A, Lampert C. Multi-task learning with labeled and unlabeled tasks.
    In: Vol 70. ML Research Press; 2017:2807-2816.'
  apa: 'Pentina, A., &#38; Lampert, C. (2017). Multi-task learning with labeled and
    unlabeled tasks (Vol. 70, pp. 2807–2816). Presented at the ICML: International
    Conference on Machine Learning, Sydney, Australia: ML Research Press.'
  chicago: Pentina, Anastasia, and Christoph Lampert. “Multi-Task Learning with Labeled
    and Unlabeled Tasks,” 70:2807–16. ML Research Press, 2017.
  ieee: 'A. Pentina and C. Lampert, “Multi-task learning with labeled and unlabeled
    tasks,” presented at the ICML: International Conference on Machine Learning, Sydney,
    Australia, 2017, vol. 70, pp. 2807–2816.'
  ista: 'Pentina A, Lampert C. 2017. Multi-task learning with labeled and unlabeled
    tasks. ICML: International Conference on Machine Learning, PMLR, vol. 70, 2807–2816.'
  mla: Pentina, Anastasia, and Christoph Lampert. <i>Multi-Task Learning with Labeled
    and Unlabeled Tasks</i>. Vol. 70, ML Research Press, 2017, pp. 2807–16.
  short: A. Pentina, C. Lampert, in:, ML Research Press, 2017, pp. 2807–2816.
conference:
  end_date: 2017-08-11
  location: Sydney, Australia
  name: 'ICML: International Conference on Machine Learning'
  start_date: 2017-08-06
corr_author: '1'
date_created: 2018-12-11T11:49:37Z
date_published: 2017-06-08T00:00:00Z
date_updated: 2025-06-04T08:19:03Z
day: '08'
department:
- _id: ChLa
ec_funded: 1
external_id:
  arxiv:
  - '1602.06518'
  isi:
  - '000683309502093'
intvolume: '        70'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1602.06518
month: '06'
oa: 1
oa_version: Submitted Version
page: 2807 - 2816
project:
- _id: 2532554C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '308036'
  name: Lifelong Learning of Visual Scene Understanding
publication_identifier:
  isbn:
  - '9781510855144'
publication_status: published
publisher: ML Research Press
publist_id: '6399'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multi-task learning with labeled and unlabeled tasks
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 70
year: '2017'
...
---
_id: '313'
abstract:
- lang: eng
  text: 'Tunneling of a particle through a potential barrier remains one of the most
    remarkable quantum phenomena. Owing to advances in laser technology, electric
    fields comparable to those electrons experience in atoms are readily generated
    and open opportunities to dynamically investigate the process of electron tunneling
    through the potential barrier formed by the superposition of both laser and atomic
    fields. Attosecond-time and angstrom-space resolution of the strong laser-field
    technique allow to address fundamental questions related to tunneling, which are
    still open and debated: Which time is spent under the barrier and what momentum
    is picked up by the particle in the meantime? In this combined experimental and
    theoretical study we demonstrate that for strong-field ionization the leading
    quantum mechanical Wigner treatment for the time resolved description of tunneling
    is valid. We achieve a high sensitivity on the tunneling barrier and unambiguously
    isolate its effects by performing a differential study of two systems with almost
    identical tunneling geometry. Moreover, working with a low frequency laser, we
    essentially limit the non-adiabaticity of the process as a major source of uncertainty.
    The agreement between experiment and theory implies two substantial corrections
    with respect to the widely employed quasiclassical treatment: In addition to a
    non-vanishing longitudinal momentum along the laser field-direction we provide
    clear evidence for a non-zero tunneling time delay. This addresses also the fundamental
    question how the transition occurs from the tunnel barrier to free space classical
    evolution of the ejected electron.'
alternative_title:
- 'Journal of Physics: Conference Series'
article_number: '012004'
article_processing_charge: No
arxiv: 1
author:
- first_name: Nicolas
  full_name: Camus, Nicolas
  last_name: Camus
- first_name: Enderalp
  full_name: Yakaboylu, Enderalp
  id: 38CB71F6-F248-11E8-B48F-1D18A9856A87
  last_name: Yakaboylu
  orcid: 0000-0001-5973-0874
- first_name: Lutz
  full_name: Fechner, Lutz
  last_name: Fechner
- first_name: Michael
  full_name: Klaiber, Michael
  last_name: Klaiber
- first_name: Martin
  full_name: Laux, Martin
  last_name: Laux
- first_name: Yonghao
  full_name: Mi, Yonghao
  last_name: Mi
- first_name: Karen
  full_name: Hatsagortsyan, Karen
  last_name: Hatsagortsyan
- first_name: Thomas
  full_name: Pfeifer, Thomas
  last_name: Pfeifer
- first_name: Cristoph
  full_name: Keitel, Cristoph
  last_name: Keitel
- first_name: Robert
  full_name: Moshammer, Robert
  last_name: Moshammer
citation:
  ama: 'Camus N, Yakaboylu E, Fechner L, et al. Experimental evidence for Wigner’s
    tunneling time. In: Vol 999. American Physical Society; 2017. doi:<a href="https://doi.org/10.1088/1742-6596/999/1/012004">10.1088/1742-6596/999/1/012004</a>'
  apa: 'Camus, N., Yakaboylu, E., Fechner, L., Klaiber, M., Laux, M., Mi, Y., … Moshammer,
    R. (2017). Experimental evidence for Wigner’s tunneling time (Vol. 999). Presented
    at the Annual International Laser Physics Workshop LPHYS, Kazan, Russian Federation:
    American Physical Society. <a href="https://doi.org/10.1088/1742-6596/999/1/012004">https://doi.org/10.1088/1742-6596/999/1/012004</a>'
  chicago: Camus, Nicolas, Enderalp Yakaboylu, Lutz Fechner, Michael Klaiber, Martin
    Laux, Yonghao Mi, Karen Hatsagortsyan, Thomas Pfeifer, Cristoph Keitel, and Robert
    Moshammer. “Experimental Evidence for Wigner’s Tunneling Time,” Vol. 999. American
    Physical Society, 2017. <a href="https://doi.org/10.1088/1742-6596/999/1/012004">https://doi.org/10.1088/1742-6596/999/1/012004</a>.
  ieee: N. Camus <i>et al.</i>, “Experimental evidence for Wigner’s tunneling time,”
    presented at the Annual International Laser Physics Workshop LPHYS, Kazan, Russian
    Federation, 2017, vol. 999, no. 1.
  ista: 'Camus N, Yakaboylu E, Fechner L, Klaiber M, Laux M, Mi Y, Hatsagortsyan K,
    Pfeifer T, Keitel C, Moshammer R. 2017. Experimental evidence for Wigner’s tunneling
    time. Annual International Laser Physics Workshop LPHYS, Journal of Physics: Conference
    Series, vol. 999, 012004.'
  mla: Camus, Nicolas, et al. <i>Experimental Evidence for Wigner’s Tunneling Time</i>.
    Vol. 999, no. 1, 012004, American Physical Society, 2017, doi:<a href="https://doi.org/10.1088/1742-6596/999/1/012004">10.1088/1742-6596/999/1/012004</a>.
  short: N. Camus, E. Yakaboylu, L. Fechner, M. Klaiber, M. Laux, Y. Mi, K. Hatsagortsyan,
    T. Pfeifer, C. Keitel, R. Moshammer, in:, American Physical Society, 2017.
conference:
  end_date: 2017-08-21
  location: Kazan, Russian Federation
  name: Annual International Laser Physics Workshop LPHYS
  start_date: 2017-08-17
date_created: 2018-12-11T11:45:46Z
date_published: 2017-07-14T00:00:00Z
date_updated: 2025-09-18T10:29:07Z
day: '14'
ddc:
- '530'
department:
- _id: MiLe
doi: 10.1088/1742-6596/999/1/012004
external_id:
  arxiv:
  - '1611.03701'
  isi:
  - '000432427200004'
file:
- access_level: open_access
  checksum: 6e70b525a84f6d5fb175c48e9f5cb59a
  content_type: application/pdf
  creator: dernst
  date_created: 2019-01-22T08:34:10Z
  date_updated: 2020-07-14T12:46:00Z
  file_id: '5871'
  file_name: 2017_Physics_Camus.pdf
  file_size: 949321
  relation: main_file
file_date_updated: 2020-07-14T12:46:00Z
fulldoi: https://doi.org/10.1088/1742-6596/999/1/012004
has_accepted_license: '1'
intvolume: '       999'
isi: 1
issue: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication_identifier:
  issn:
  - 1742-6588
publication_status: published
publisher: American Physical Society
publist_id: '7552'
quality_controlled: '1'
related_material:
  record:
  - id: '6013'
    relation: later_version
    status: public
scopus_import: '1'
status: public
title: Experimental evidence for Wigner's tunneling time
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: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 999
year: '2017'
...
---
_id: '424'
abstract:
- lang: eng
  text: 'We show that very weak topological assumptions are enough to ensure the existence
    of a Helly-type theorem. More precisely, we show that for any non-negative integers
    b and d there exists an integer h(b, d) such that the following holds. If F is
    a finite family of subsets of Rd such that βi(∩G)≤b for any G⊊F and every 0 ≤
    i ≤ [d/2]-1 then F has Helly number at most h(b, d). Here βi denotes the reduced
    Z2-Betti numbers (with singular homology). These topological conditions are sharp:
    not controlling any of these [d/2] first Betti numbers allow for families with
    unbounded Helly number. Our proofs combine homological non-embeddability results
    with a Ramsey-based approach to build, given an arbitrary simplicial complex K,
    some well-behaved chain map C*(K)→C*(Rd).'
article_processing_charge: No
arxiv: 1
author:
- first_name: Xavier
  full_name: Goaoc, Xavier
  last_name: Goaoc
- first_name: Pavel
  full_name: Paták, Pavel
  last_name: Paták
- first_name: Zuzana
  full_name: Patakova, Zuzana
  last_name: Patakova
  orcid: 0000-0002-3975-1683
- first_name: Martin
  full_name: Tancer, Martin
  last_name: Tancer
  orcid: 0000-0002-1191-6714
- first_name: Uli
  full_name: Wagner, Uli
  id: 36690CA2-F248-11E8-B48F-1D18A9856A87
  last_name: Wagner
  orcid: 0000-0002-1494-0568
citation:
  ama: 'Goaoc X, Paták P, Patakova Z, Tancer M, Wagner U. Bounding helly numbers via
    betti numbers. In: Loebl M, Nešetřil J, Thomas R, eds. <i>A Journey through Discrete
    Mathematics: A Tribute to Jiri Matousek</i>. A Journey Through Discrete Mathematics.
    Springer; 2017:407-447. doi:<a href="https://doi.org/10.1007/978-3-319-44479-6_17">10.1007/978-3-319-44479-6_17</a>'
  apa: 'Goaoc, X., Paták, P., Patakova, Z., Tancer, M., &#38; Wagner, U. (2017). Bounding
    helly numbers via betti numbers. In M. Loebl, J. Nešetřil, &#38; R. Thomas (Eds.),
    <i>A Journey through Discrete Mathematics: A Tribute to Jiri Matousek</i> (pp.
    407–447). Springer. <a href="https://doi.org/10.1007/978-3-319-44479-6_17">https://doi.org/10.1007/978-3-319-44479-6_17</a>'
  chicago: 'Goaoc, Xavier, Pavel Paták, Zuzana Patakova, Martin Tancer, and Uli Wagner.
    “Bounding Helly Numbers via Betti Numbers.” In <i>A Journey through Discrete Mathematics:
    A Tribute to Jiri Matousek</i>, edited by Martin Loebl, Jaroslav Nešetřil, and
    Robin Thomas, 407–47. A Journey Through Discrete Mathematics. Springer, 2017.
    <a href="https://doi.org/10.1007/978-3-319-44479-6_17">https://doi.org/10.1007/978-3-319-44479-6_17</a>.'
  ieee: 'X. Goaoc, P. Paták, Z. Patakova, M. Tancer, and U. Wagner, “Bounding helly
    numbers via betti numbers,” in <i>A Journey through Discrete Mathematics: A Tribute
    to Jiri Matousek</i>, M. Loebl, J. Nešetřil, and R. Thomas, Eds. Springer, 2017,
    pp. 407–447.'
  ista: 'Goaoc X, Paták P, Patakova Z, Tancer M, Wagner U. 2017.Bounding helly numbers
    via betti numbers. In: A Journey through Discrete Mathematics: A Tribute to Jiri
    Matousek. , 407–447.'
  mla: 'Goaoc, Xavier, et al. “Bounding Helly Numbers via Betti Numbers.” <i>A Journey
    through Discrete Mathematics: A Tribute to Jiri Matousek</i>, edited by Martin
    Loebl et al., Springer, 2017, pp. 407–47, doi:<a href="https://doi.org/10.1007/978-3-319-44479-6_17">10.1007/978-3-319-44479-6_17</a>.'
  short: 'X. Goaoc, P. Paták, Z. Patakova, M. Tancer, U. Wagner, in:, M. Loebl, J.
    Nešetřil, R. Thomas (Eds.), A Journey through Discrete Mathematics: A Tribute
    to Jiri Matousek, Springer, 2017, pp. 407–447.'
date_created: 2018-12-11T11:46:24Z
date_published: 2017-10-06T00:00:00Z
date_updated: 2026-06-18T18:48:49Z
day: '06'
ddc:
- '500'
department:
- _id: UlWa
doi: 10.1007/978-3-319-44479-6_17
editor:
- first_name: Martin
  full_name: Loebl, Martin
  last_name: Loebl
- first_name: Jaroslav
  full_name: Nešetřil, Jaroslav
  last_name: Nešetřil
- first_name: Robin
  full_name: Thomas, Robin
  last_name: Thomas
external_id:
  arxiv:
  - '1310.4613'
fulldoi: https://doi.org/10.1007/978-3-319-44479-6_17
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1310.4613
month: '10'
oa: 1
oa_version: Published Version
page: 407 - 447
publication: 'A Journey through Discrete Mathematics: A Tribute to Jiri Matousek'
publication_identifier:
  isbn:
  - 978-331944479-6
publication_status: published
publisher: Springer
publist_id: '7399'
quality_controlled: '1'
related_material:
  record:
  - id: '1512'
    relation: earlier_version
    status: public
scopus_import: '1'
series_title: A Journey Through Discrete Mathematics
status: public
title: Bounding helly numbers via betti numbers
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2017'
...
---
_id: '431'
abstract:
- lang: eng
  text: 'Parallel implementations of stochastic gradient descent (SGD) have received
    significant research attention, thanks to its excellent scalability properties.
    A fundamental barrier when parallelizing SGD is the high bandwidth cost of communicating
    gradient updates between nodes; consequently, several lossy compresion heuristics
    have been proposed, by which nodes only communicate quantized gradients. Although
    effective in practice, these heuristics do not always converge. In this paper,
    we propose Quantized SGD (QSGD), a family of compression schemes with convergence
    guarantees and good practical performance. QSGD allows the user to smoothly trade
    off communication bandwidth and convergence time: nodes can adjust the number
    of bits sent per iteration, at the cost of possibly higher variance. We show that
    this trade-off is inherent, in the sense that improving it past some threshold
    would violate information-theoretic lower bounds. QSGD guarantees convergence
    for convex and non-convex objectives, under asynchrony, and can be extended to
    stochastic variance-reduced techniques. When applied to training deep neural networks
    for image classification and automated speech recognition, QSGD leads to significant
    reductions in end-to-end training time. For instance, on 16GPUs, we can train
    the ResNet-152 network to full accuracy on ImageNet 1.8 × faster than the full-precision
    variant. '
alternative_title:
- Advances in Neural Information Processing Systems
article_processing_charge: No
arxiv: 1
author:
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
- first_name: Demjan
  full_name: Grubic, Demjan
  last_name: Grubic
- first_name: Jerry
  full_name: Li, Jerry
  last_name: Li
- first_name: Ryota
  full_name: Tomioka, Ryota
  last_name: Tomioka
- first_name: Milan
  full_name: Vojnović, Milan
  last_name: Vojnović
citation:
  ama: 'Alistarh D-A, Grubic D, Li J, Tomioka R, Vojnović M. QSGD: Communication-efficient
    SGD via gradient quantization and encoding. In: Vol 2017. Neural Information Processing
    Systems Foundation; 2017:1710-1721.'
  apa: 'Alistarh, D.-A., Grubic, D., Li, J., Tomioka, R., &#38; Vojnović, M. (2017).
    QSGD: Communication-efficient SGD via gradient quantization and encoding (Vol.
    2017, pp. 1710–1721). Presented at the NIPS: Neural Information Processing System,
    Long Beach, CA, United States: Neural Information Processing Systems Foundation.'
  chicago: 'Alistarh, Dan-Adrian, Demjan Grubic, Jerry Li, Ryota Tomioka, and Milan
    Vojnović. “QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding,”
    2017:1710–21. Neural Information Processing Systems Foundation, 2017.'
  ieee: 'D.-A. Alistarh, D. Grubic, J. Li, R. Tomioka, and M. Vojnović, “QSGD: Communication-efficient
    SGD via gradient quantization and encoding,” presented at the NIPS: Neural Information
    Processing System, Long Beach, CA, United States, 2017, vol. 2017, pp. 1710–1721.'
  ista: 'Alistarh D-A, Grubic D, Li J, Tomioka R, Vojnović M. 2017. QSGD: Communication-efficient
    SGD via gradient quantization and encoding. NIPS: Neural Information Processing
    System, Advances in Neural Information Processing Systems, vol. 2017, 1710–1721.'
  mla: 'Alistarh, Dan-Adrian, et al. <i>QSGD: Communication-Efficient SGD via Gradient
    Quantization and Encoding</i>. Vol. 2017, Neural Information Processing Systems
    Foundation, 2017, pp. 1710–21.'
  short: D.-A. Alistarh, D. Grubic, J. Li, R. Tomioka, M. Vojnović, in:, Neural Information
    Processing Systems Foundation, 2017, pp. 1710–1721.
conference:
  end_date: 2017-12-09
  location: Long Beach, CA, United States
  name: 'NIPS: Neural Information Processing System'
  start_date: 2017-12-04
corr_author: '1'
date_created: 2018-12-11T11:46:26Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2025-09-18T10:07:20Z
day: '01'
department:
- _id: DaAl
external_id:
  arxiv:
  - '1610.02132'
  isi:
  - '000452649401072'
intvolume: '      2017'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1610.02132
month: '01'
oa: 1
oa_version: Submitted Version
page: 1710-1721
publication_identifier:
  issn:
  - 1049-5258
publication_status: published
publisher: Neural Information Processing Systems Foundation
publist_id: '7392'
quality_controlled: '1'
status: public
title: 'QSGD: Communication-efficient SGD via gradient quantization and encoding'
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 2017
year: '2017'
...
---
_id: '432'
abstract:
- lang: eng
  text: 'Recently there has been significant interest in training machine-learning
    models at low precision: by reducing precision, one can reduce computation and
    communication by one order of magnitude. We examine training at reduced precision,
    both from a theoretical and practical perspective, and ask: is it possible to
    train models at end-to-end low precision with provable guarantees? Can this lead
    to consistent order-of-magnitude speedups? We mainly focus on linear models, and
    the answer is yes for linear models. We develop a simple framework called ZipML
    based on one simple but novel strategy called double sampling. Our ZipML framework
    is able to execute training at low precision with no bias, guaranteeing convergence,
    whereas naive quanti- zation would introduce significant bias. We val- idate our
    framework across a range of applica- tions, and show that it enables an FPGA proto-
    type that is up to 6.5 × faster than an implemen- tation using full 32-bit precision.
    We further de- velop a variance-optimal stochastic quantization strategy and show
    that it can make a significant difference in a variety of settings. When applied
    to linear models together with double sampling, we save up to another 1.7 × in
    data movement compared with uniform quantization. When training deep networks
    with quantized models, we achieve higher accuracy than the state-of-the- art XNOR-Net. '
alternative_title:
- PMLR Press
article_processing_charge: No
author:
- first_name: Hantian
  full_name: Zhang, Hantian
  last_name: Zhang
- first_name: Jerry
  full_name: Li, Jerry
  last_name: Li
- first_name: Kaan
  full_name: Kara, Kaan
  last_name: Kara
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
- first_name: Ji
  full_name: Liu, Ji
  last_name: Liu
- first_name: Ce
  full_name: Zhang, Ce
  last_name: Zhang
citation:
  ama: 'Zhang H, Li J, Kara K, Alistarh D-A, Liu J, Zhang C. ZipML: Training linear
    models with end-to-end low precision, and a little bit of deep learning. In: <i>Proceedings
    of Machine Learning Research</i>. Vol 70. ML Research Press; 2017:4035-4043.'
  apa: 'Zhang, H., Li, J., Kara, K., Alistarh, D.-A., Liu, J., &#38; Zhang, C. (2017).
    ZipML: Training linear models with end-to-end low precision, and a little bit
    of deep learning. In <i>Proceedings of Machine Learning Research</i> (Vol. 70,
    pp. 4035–4043). Sydney, Australia: ML Research Press.'
  chicago: 'Zhang, Hantian, Jerry Li, Kaan Kara, Dan-Adrian Alistarh, Ji Liu, and
    Ce Zhang. “ZipML: Training Linear Models with End-to-End Low Precision, and a
    Little Bit of Deep Learning.” In <i>Proceedings of Machine Learning Research</i>,
    70:4035–43. ML Research Press, 2017.'
  ieee: 'H. Zhang, J. Li, K. Kara, D.-A. Alistarh, J. Liu, and C. Zhang, “ZipML: Training
    linear models with end-to-end low precision, and a little bit of deep learning,”
    in <i>Proceedings of Machine Learning Research</i>, Sydney, Australia, 2017, vol.
    70, pp. 4035–4043.'
  ista: 'Zhang H, Li J, Kara K, Alistarh D-A, Liu J, Zhang C. 2017. ZipML: Training
    linear models with end-to-end low precision, and a little bit of deep learning.
    Proceedings of Machine Learning Research. ICML: International Conference on Machine
    Learning, PMLR Press, vol. 70, 4035–4043.'
  mla: 'Zhang, Hantian, et al. “ZipML: Training Linear Models with End-to-End Low
    Precision, and a Little Bit of Deep Learning.” <i>Proceedings of Machine Learning
    Research</i>, vol. 70, ML Research Press, 2017, pp. 4035–43.'
  short: H. Zhang, J. Li, K. Kara, D.-A. Alistarh, J. Liu, C. Zhang, in:, Proceedings
    of Machine Learning Research, ML Research Press, 2017, pp. 4035–4043.
conference:
  end_date: 2017-08-11
  location: Sydney, Australia
  name: 'ICML: International Conference on Machine Learning'
  start_date: 2017-08-06
corr_author: '1'
date_created: 2018-12-11T11:46:26Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2025-09-18T10:06:02Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
external_id:
  isi:
  - '000683309504015'
file:
- access_level: open_access
  checksum: 86156ba7f4318e47cef3eb9092593c10
  content_type: application/pdf
  creator: dernst
  date_created: 2019-01-22T08:23:58Z
  date_updated: 2020-07-14T12:46:26Z
  file_id: '5869'
  file_name: 2017_ICML_Zhang.pdf
  file_size: 849345
  relation: main_file
file_date_updated: 2020-07-14T12:46:26Z
has_accepted_license: '1'
isi: 1
language:
- iso: eng
month: '01'
oa: 1
oa_version: Submitted Version
page: 4035 - 4043
publication: Proceedings of Machine Learning Research
publication_identifier:
  isbn:
  - 978-151085514-4
publication_status: published
publisher: ML Research Press
publist_id: '7391'
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'ZipML: Training linear models with end-to-end low precision, and a little
  bit of deep learning'
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: ' 70'
year: '2017'
...
---
_id: '18286'
abstract:
- lang: eng
  text: We introduce a new framework for learning dense correspondence between deformable
    3D shapes. Existing learning based approaches model shape correspondence as a
    labelling problem, where each point of a query shape receives a label identifying
    a point on some reference domain; the correspondence is then constructed a posteriori
    by composing the label predictions of two input shapes. We propose a paradigm
    shift and design a structured prediction model in the space of functional maps,
    linear operators that provide a compact representation of the correspondence.
    We model the learning process via a deep residual network which takes dense descriptor
    fields defined on two shapes as input, and outputs a soft map between the two
    given objects. The resulting correspondence is shown to be accurate on several
    challenging benchmarks comprising multiple categories, synthetic models, real
    scans with acquisition artifacts, topological noise, and partiality.
article_number: '8237865'
article_processing_charge: No
arxiv: 1
author:
- first_name: Or
  full_name: Litany, Or
  last_name: Litany
- first_name: Tal
  full_name: Remez, Tal
  last_name: Remez
- first_name: Emanuele
  full_name: Rodola, Emanuele
  last_name: Rodola
- first_name: Alexander
  full_name: Bronstein, Alexander
  last_name: Bronstein
- first_name: Michael
  full_name: Bronstein, Michael
  last_name: Bronstein
citation:
  ama: 'Litany O, Remez T, Rodola E, Bronstein A, Bronstein M. Deep functional maps:
    Structured prediction for dense shape correspondence. In: <i>2017 IEEE International
    Conference on Computer Vision (ICCV)</i>. Vol 31. IEEE; 2017. doi:<a href="https://doi.org/10.1109/iccv.2017.603">10.1109/iccv.2017.603</a>'
  apa: 'Litany, O., Remez, T., Rodola, E., Bronstein, A., &#38; Bronstein, M. (2017).
    Deep functional maps: Structured prediction for dense shape correspondence. In
    <i>2017 IEEE International Conference on Computer Vision (ICCV)</i> (Vol. 31).
    IEEE. <a href="https://doi.org/10.1109/iccv.2017.603">https://doi.org/10.1109/iccv.2017.603</a>'
  chicago: 'Litany, Or, Tal Remez, Emanuele Rodola, Alexander Bronstein, and Michael
    Bronstein. “Deep Functional Maps: Structured Prediction for Dense Shape Correspondence.”
    In <i>2017 IEEE International Conference on Computer Vision (ICCV)</i>, Vol. 31.
    IEEE, 2017. <a href="https://doi.org/10.1109/iccv.2017.603">https://doi.org/10.1109/iccv.2017.603</a>.'
  ieee: 'O. Litany, T. Remez, E. Rodola, A. Bronstein, and M. Bronstein, “Deep functional
    maps: Structured prediction for dense shape correspondence,” in <i>2017 IEEE International
    Conference on Computer Vision (ICCV)</i>, 2017, vol. 31.'
  ista: 'Litany O, Remez T, Rodola E, Bronstein A, Bronstein M. 2017. Deep functional
    maps: Structured prediction for dense shape correspondence. 2017 IEEE International
    Conference on Computer Vision (ICCV). 16th IEEE International Conference on Computer
    Vision vol. 31, 8237865.'
  mla: 'Litany, Or, et al. “Deep Functional Maps: Structured Prediction for Dense
    Shape Correspondence.” <i>2017 IEEE International Conference on Computer Vision
    (ICCV)</i>, vol. 31, 8237865, IEEE, 2017, doi:<a href="https://doi.org/10.1109/iccv.2017.603">10.1109/iccv.2017.603</a>.'
  short: O. Litany, T. Remez, E. Rodola, A. Bronstein, M. Bronstein, in:, 2017 IEEE
    International Conference on Computer Vision (ICCV), IEEE, 2017.
conference:
  end_date: 2017-10-29
  name: 16th IEEE International Conference on Computer Vision
  start_date: 2017-10-22
date_created: 2024-10-09T07:48:43Z
date_published: 2017-12-25T00:00:00Z
date_updated: 2024-12-05T14:20:54Z
day: '25'
department:
- _id: E-Lib
doi: 10.1109/iccv.2017.603
extern: '1'
external_id:
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  - '1704.08686'
fulldoi: https://doi.org/10.1109/iccv.2017.603
intvolume: '        31'
language:
- iso: eng
main_file_link:
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  url: https://doi.org/10.48550/arXiv.1704.08686
month: '12'
oa: 1
oa_version: Preprint
publication: 2017 IEEE International Conference on Computer Vision (ICCV)
publication_identifier:
  eissn:
  - '9781538610329'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Deep functional maps: Structured prediction for dense shape correspondence'
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 31
year: '2017'
...
---
_id: '466'
abstract:
- lang: eng
  text: 'We consider Markov decision processes (MDPs) with multiple limit-average
    (or mean-payoff) objectives. There exist two different views: (i) the expectation
    semantics, where the goal is to optimize the expected mean-payoff objective, and
    (ii) the satisfaction semantics, where the goal is to maximize the probability
    of runs such that the mean-payoff value stays above a given vector. We consider
    optimization with respect to both objectives at once, thus unifying the existing
    semantics. Precisely, the goal is to optimize the expectation while ensuring the
    satisfaction constraint. Our problem captures the notion of optimization with
    respect to strategies that are risk-averse (i.e., ensure certain probabilistic
    guarantee). Our main results are as follows: First, we present algorithms for
    the decision problems which are always polynomial in the size of the MDP. We also
    show that an approximation of the Pareto-curve can be computed in time polynomial
    in the size of the MDP, and the approximation factor, but exponential in the number
    of dimensions. Second, we present a complete characterization of the strategy
    complexity (in terms of memory bounds and randomization) required to solve our
    problem. '
article_number: '15'
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
- first_name: Zuzana
  full_name: Křetínská, Zuzana
  last_name: Křetínská
- first_name: Jan
  full_name: Kretinsky, Jan
  id: 44CEF464-F248-11E8-B48F-1D18A9856A87
  last_name: Kretinsky
  orcid: 0000-0002-8122-2881
citation:
  ama: Chatterjee K, Křetínská Z, Kretinsky J. Unifying two views on multiple mean-payoff
    objectives in Markov decision processes. <i>Logical Methods in Computer Science</i>.
    2017;13(2). doi:<a href="https://doi.org/10.23638/LMCS-13(2:15)2017">10.23638/LMCS-13(2:15)2017</a>
  apa: Chatterjee, K., Křetínská, Z., &#38; Kretinsky, J. (2017). Unifying two views
    on multiple mean-payoff objectives in Markov decision processes. <i>Logical Methods
    in Computer Science</i>. International Federation for Computational Logic. <a
    href="https://doi.org/10.23638/LMCS-13(2:15)2017">https://doi.org/10.23638/LMCS-13(2:15)2017</a>
  chicago: Chatterjee, Krishnendu, Zuzana Křetínská, and Jan Kretinsky. “Unifying
    Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes.” <i>Logical
    Methods in Computer Science</i>. International Federation for Computational Logic,
    2017. <a href="https://doi.org/10.23638/LMCS-13(2:15)2017">https://doi.org/10.23638/LMCS-13(2:15)2017</a>.
  ieee: K. Chatterjee, Z. Křetínská, and J. Kretinsky, “Unifying two views on multiple
    mean-payoff objectives in Markov decision processes,” <i>Logical Methods in Computer
    Science</i>, vol. 13, no. 2. International Federation for Computational Logic,
    2017.
  ista: Chatterjee K, Křetínská Z, Kretinsky J. 2017. Unifying two views on multiple
    mean-payoff objectives in Markov decision processes. Logical Methods in Computer
    Science. 13(2), 15.
  mla: Chatterjee, Krishnendu, et al. “Unifying Two Views on Multiple Mean-Payoff
    Objectives in Markov Decision Processes.” <i>Logical Methods in Computer Science</i>,
    vol. 13, no. 2, 15, International Federation for Computational Logic, 2017, doi:<a
    href="https://doi.org/10.23638/LMCS-13(2:15)2017">10.23638/LMCS-13(2:15)2017</a>.
  short: K. Chatterjee, Z. Křetínská, J. Kretinsky, Logical Methods in Computer Science
    13 (2017).
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:46:38Z
date_published: 2017-07-03T00:00:00Z
date_updated: 2026-07-06T13:26:27Z
day: '03'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.23638/LMCS-13(2:15)2017
ec_funded: 1
external_id:
  isi:
  - '000419160800002'
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oa: 1
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  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
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  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
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  call_identifier: H2020
  grant_number: '701309'
  name: Atomic Resolution Structures of Mitochondrial Respiratory Chain Supercomplexes
publication: Logical Methods in Computer Science
publication_identifier:
  issn:
  - 1860-5974
publication_status: published
publisher: International Federation for Computational Logic
publist_id: '7355'
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title: Unifying two views on multiple mean-payoff objectives in Markov decision processes
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type: journal_article
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volume: 13
year: '2017'
...
---
_id: '465'
abstract:
- lang: eng
  text: 'The edit distance between two words w 1 , w 2 is the minimal number of word
    operations (letter insertions, deletions, and substitutions) necessary to transform
    w 1 to w 2 . The edit distance generalizes to languages L 1 , L 2 , where the
    edit distance from L 1 to L 2 is the minimal number k such that for every word
    from L 1 there exists a word in L 2 with edit distance at most k . We study the
    edit distance computation problem between pushdown automata and their subclasses.
    The problem of computing edit distance to a pushdown automaton is undecidable,
    and in practice, the interesting question is to compute the edit distance from
    a pushdown automaton (the implementation, a standard model for programs with recursion)
    to a regular language (the specification). In this work, we present a complete
    picture of decidability and complexity for the following problems: (1) deciding
    whether, for a given threshold k , the edit distance from a pushdown automaton
    to a finite automaton is at most k , and (2) deciding whether the edit distance
    from a pushdown automaton to a finite automaton is finite. '
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
- 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: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Jan
  full_name: Otop, Jan
  last_name: Otop
citation:
  ama: Chatterjee K, Henzinger TA, Ibsen-Jensen R, Otop J. Edit distance for pushdown
    automata. <i>Logical Methods in Computer Science</i>. 2017;13(3). doi:<a href="https://doi.org/10.23638/LMCS-13(3:23)2017">10.23638/LMCS-13(3:23)2017</a>
  apa: Chatterjee, K., Henzinger, T. A., Ibsen-Jensen, R., &#38; Otop, J. (2017).
    Edit distance for pushdown automata. <i>Logical Methods in Computer Science</i>.
    International Federation for Computational Logic. <a href="https://doi.org/10.23638/LMCS-13(3:23)2017">https://doi.org/10.23638/LMCS-13(3:23)2017</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Jan
    Otop. “Edit Distance for Pushdown Automata.” <i>Logical Methods in Computer Science</i>.
    International Federation for Computational Logic, 2017. <a href="https://doi.org/10.23638/LMCS-13(3:23)2017">https://doi.org/10.23638/LMCS-13(3:23)2017</a>.
  ieee: K. Chatterjee, T. A. Henzinger, R. Ibsen-Jensen, and J. Otop, “Edit distance
    for pushdown automata,” <i>Logical Methods in Computer Science</i>, vol. 13, no.
    3. International Federation for Computational Logic, 2017.
  ista: Chatterjee K, Henzinger TA, Ibsen-Jensen R, Otop J. 2017. Edit distance for
    pushdown automata. Logical Methods in Computer Science. 13(3).
  mla: Chatterjee, Krishnendu, et al. “Edit Distance for Pushdown Automata.” <i>Logical
    Methods in Computer Science</i>, vol. 13, no. 3, International Federation for
    Computational Logic, 2017, doi:<a href="https://doi.org/10.23638/LMCS-13(3:23)2017">10.23638/LMCS-13(3:23)2017</a>.
  short: K. Chatterjee, T.A. Henzinger, R. Ibsen-Jensen, J. Otop, Logical Methods
    in Computer Science 13 (2017).
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:46:37Z
date_published: 2017-09-13T00:00:00Z
date_updated: 2026-07-06T13:27:53Z
day: '13'
ddc:
- '004'
department:
- _id: KrCh
- _id: ToHe
doi: 10.23638/LMCS-13(3:23)2017
ec_funded: 1
external_id:
  isi:
  - '000419163000005'
file:
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  checksum: 08041379ba408d40664f449eb5907a8f
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  date_created: 2018-12-12T10:14:38Z
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  file_id: '5091'
  file_name: IST-2018-955-v1+1_2017_Chatterjee_Edit_distance.pdf
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file_date_updated: 2020-07-14T12:46:33Z
fulldoi: https://doi.org/10.23638/LMCS-13(3:23)2017
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intvolume: '        13'
isi: 1
issue: '3'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: Formal methods for the design and analysis of complex systems
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  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
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  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
publication: Logical Methods in Computer Science
publication_identifier:
  issn:
  - 1860-5974
publication_status: published
publisher: International Federation for Computational Logic
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scopus_import: '1'
status: public
title: Edit distance for pushdown automata
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type: journal_article
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volume: 13
year: '2017'
...
---
_id: '464'
abstract:
- lang: eng
  text: The computation of the winning set for parity objectives and for Streett objectives
    in graphs as well as in game graphs are central problems in computer-aided verification,
    with application to the verification of closed systems with strong fairness conditions,
    the verification of open systems, checking interface compatibility, well-formedness
    of specifications, and the synthesis of reactive systems. We show how to compute
    the winning set on n vertices for (1) parity-3 (aka one-pair Streett) objectives
    in game graphs in time O(n5/2) and for (2) k-pair Streett objectives in graphs
    in time O(n2+nklogn). For both problems this gives faster algorithms for dense
    graphs and represents the first improvement in asymptotic running time in 15 years.
article_number: '26'
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: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
- first_name: Veronika
  full_name: Loitzenbauer, Veronika
  last_name: Loitzenbauer
citation:
  ama: Chatterjee K, Henzinger M, Loitzenbauer V. Improved algorithms for parity and
    Streett objectives. <i>Logical Methods in Computer Science</i>. 2017;13(3). doi:<a
    href="https://doi.org/10.23638/LMCS-13(3:26)2017">10.23638/LMCS-13(3:26)2017</a>
  apa: Chatterjee, K., Henzinger, M., &#38; Loitzenbauer, V. (2017). Improved algorithms
    for parity and Streett objectives. <i>Logical Methods in Computer Science</i>.
    International Federation for Computational Logic. <a href="https://doi.org/10.23638/LMCS-13(3:26)2017">https://doi.org/10.23638/LMCS-13(3:26)2017</a>
  chicago: Chatterjee, Krishnendu, Monika Henzinger, and Veronika Loitzenbauer. “Improved
    Algorithms for Parity and Streett Objectives.” <i>Logical Methods in Computer
    Science</i>. International Federation for Computational Logic, 2017. <a href="https://doi.org/10.23638/LMCS-13(3:26)2017">https://doi.org/10.23638/LMCS-13(3:26)2017</a>.
  ieee: K. Chatterjee, M. Henzinger, and V. Loitzenbauer, “Improved algorithms for
    parity and Streett objectives,” <i>Logical Methods in Computer Science</i>, vol.
    13, no. 3. International Federation for Computational Logic, 2017.
  ista: Chatterjee K, Henzinger M, Loitzenbauer V. 2017. Improved algorithms for parity
    and Streett objectives. Logical Methods in Computer Science. 13(3), 26.
  mla: Chatterjee, Krishnendu, et al. “Improved Algorithms for Parity and Streett
    Objectives.” <i>Logical Methods in Computer Science</i>, vol. 13, no. 3, 26, International
    Federation for Computational Logic, 2017, doi:<a href="https://doi.org/10.23638/LMCS-13(3:26)2017">10.23638/LMCS-13(3:26)2017</a>.
  short: K. Chatterjee, M. Henzinger, V. Loitzenbauer, Logical Methods in Computer
    Science 13 (2017).
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:46:37Z
date_published: 2017-09-26T00:00:00Z
date_updated: 2026-07-06T13:28:05Z
day: '26'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.23638/LMCS-13(3:26)2017
ec_funded: 1
external_id:
  arxiv:
  - '1410.0833'
  isi:
  - '000419163000001'
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oa_version: Published Version
project:
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  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
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  grant_number: ICT15-003
  name: Efficient Algorithms for Computer Aided Verification
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  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication: Logical Methods in Computer Science
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  - 1860-5974
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publisher: International Federation for Computational Logic
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related_material:
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title: Improved algorithms for parity and Streett objectives
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type: journal_article
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volume: 13
year: '2017'
...
---
_id: '484'
abstract:
- lang: eng
  text: We consider the dynamics of a large quantum system of N identical bosons in
    3D interacting via a two-body potential of the form N3β-1w(Nβ(x - y)). For fixed
    0 = β &lt; 1/3 and large N, we obtain a norm approximation to the many-body evolution
    in the Nparticle Hilbert space. The leading order behaviour of the dynamics is
    determined by Hartree theory while the second order is given by Bogoliubov theory.
article_processing_charge: No
arxiv: 1
author:
- first_name: Phan
  full_name: Nam, Phan
  id: 404092F4-F248-11E8-B48F-1D18A9856A87
  last_name: Nam
- first_name: Marcin M
  full_name: Napiórkowski, Marcin M
  id: 4197AD04-F248-11E8-B48F-1D18A9856A87
  last_name: Napiórkowski
citation:
  ama: Nam P, Napiórkowski MM. Bogoliubov correction to the mean-field dynamics of
    interacting bosons. <i>Advances in Theoretical and Mathematical Physics</i>. 2017;21(3):683-738.
    doi:<a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a4">10.4310/ATMP.2017.v21.n3.a4</a>
  apa: Nam, P., &#38; Napiórkowski, M. M. (2017). Bogoliubov correction to the mean-field
    dynamics of interacting bosons. <i>Advances in Theoretical and Mathematical Physics</i>.
    International Press of Boston. <a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a4">https://doi.org/10.4310/ATMP.2017.v21.n3.a4</a>
  chicago: Nam, Phan, and Marcin M Napiórkowski. “Bogoliubov Correction to the Mean-Field
    Dynamics of Interacting Bosons.” <i>Advances in Theoretical and Mathematical Physics</i>.
    International Press of Boston, 2017. <a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a4">https://doi.org/10.4310/ATMP.2017.v21.n3.a4</a>.
  ieee: P. Nam and M. M. Napiórkowski, “Bogoliubov correction to the mean-field dynamics
    of interacting bosons,” <i>Advances in Theoretical and Mathematical Physics</i>,
    vol. 21, no. 3. International Press of Boston, pp. 683–738, 2017.
  ista: Nam P, Napiórkowski MM. 2017. Bogoliubov correction to the mean-field dynamics
    of interacting bosons. Advances in Theoretical and Mathematical Physics. 21(3),
    683–738.
  mla: Nam, Phan, and Marcin M. Napiórkowski. “Bogoliubov Correction to the Mean-Field
    Dynamics of Interacting Bosons.” <i>Advances in Theoretical and Mathematical Physics</i>,
    vol. 21, no. 3, International Press of Boston, 2017, pp. 683–738, doi:<a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a4">10.4310/ATMP.2017.v21.n3.a4</a>.
  short: P. Nam, M.M. Napiórkowski, Advances in Theoretical and Mathematical Physics
    21 (2017) 683–738.
das_tickbox: '1'
date_created: 2018-12-11T11:46:43Z
date_published: 2017-01-01T00:00:00Z
date_updated: 2026-07-06T13:34:16Z
day: '01'
department:
- _id: RoSe
doi: 10.4310/ATMP.2017.v21.n3.a4
ec_funded: 1
external_id:
  arxiv:
  - '1509.04631'
  isi:
  - '000409382300004'
fulldoi: https://doi.org/10.4310/ATMP.2017.v21.n3.a4
intvolume: '        21'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1509.04631
month: '01'
oa: 1
oa_version: Submitted Version
page: 683 - 738
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 25C878CE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P27533_N27
  name: Structure of the Excitation Spectrum for Many-Body Quantum Systems
publication: Advances in Theoretical and Mathematical Physics
publication_identifier:
  issn:
  - 1095-0761
publication_status: published
publisher: International Press of Boston
publist_id: '7336'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Bogoliubov correction to the mean-field dynamics of interacting bosons
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 21
year: '2017'
...
---
_id: '483'
abstract:
- lang: eng
  text: We prove the universality for the eigenvalue gap statistics in the bulk of
    the spectrum for band matrices, in the regime where the band width is comparable
    with the dimension of the matrix, W ~ N. All previous results concerning universality
    of non-Gaussian random matrices are for mean-field models. By relying on a new
    mean-field reduction technique, we deduce universality from quantum unique ergodicity
    for band matrices.
article_processing_charge: No
arxiv: 1
author:
- first_name: Paul
  full_name: Bourgade, Paul
  last_name: Bourgade
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Horng
  full_name: Yau, Horng
  last_name: Yau
- first_name: Jun
  full_name: Yin, Jun
  last_name: Yin
citation:
  ama: Bourgade P, Erdös L, Yau H, Yin J. Universality for a class of random band
    matrices. <i>Advances in Theoretical and Mathematical Physics</i>. 2017;21(3):739-800.
    doi:<a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a5">10.4310/ATMP.2017.v21.n3.a5</a>
  apa: Bourgade, P., Erdös, L., Yau, H., &#38; Yin, J. (2017). Universality for a
    class of random band matrices. <i>Advances in Theoretical and Mathematical Physics</i>.
    International Press of Boston. <a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a5">https://doi.org/10.4310/ATMP.2017.v21.n3.a5</a>
  chicago: Bourgade, Paul, László Erdös, Horng Yau, and Jun Yin. “Universality for
    a Class of Random Band Matrices.” <i>Advances in Theoretical and Mathematical
    Physics</i>. International Press of Boston, 2017. <a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a5">https://doi.org/10.4310/ATMP.2017.v21.n3.a5</a>.
  ieee: P. Bourgade, L. Erdös, H. Yau, and J. Yin, “Universality for a class of random
    band matrices,” <i>Advances in Theoretical and Mathematical Physics</i>, vol.
    21, no. 3. International Press of Boston, pp. 739–800, 2017.
  ista: Bourgade P, Erdös L, Yau H, Yin J. 2017. Universality for a class of random
    band matrices. Advances in Theoretical and Mathematical Physics. 21(3), 739–800.
  mla: Bourgade, Paul, et al. “Universality for a Class of Random Band Matrices.”
    <i>Advances in Theoretical and Mathematical Physics</i>, vol. 21, no. 3, International
    Press of Boston, 2017, pp. 739–800, doi:<a href="https://doi.org/10.4310/ATMP.2017.v21.n3.a5">10.4310/ATMP.2017.v21.n3.a5</a>.
  short: P. Bourgade, L. Erdös, H. Yau, J. Yin, Advances in Theoretical and Mathematical
    Physics 21 (2017) 739–800.
das_tickbox: '1'
date_created: 2018-12-11T11:46:43Z
date_published: 2017-08-25T00:00:00Z
date_updated: 2026-07-06T13:35:08Z
day: '25'
department:
- _id: LaEr
doi: 10.4310/ATMP.2017.v21.n3.a5
ec_funded: 1
external_id:
  arxiv:
  - '1602.02312'
  isi:
  - '000409382300005'
fulldoi: https://doi.org/10.4310/ATMP.2017.v21.n3.a5
intvolume: '        21'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1602.02312
month: '08'
oa: 1
oa_version: Submitted Version
page: 739 - 800
project:
- _id: 258DCDE6-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '338804'
  name: Random matrices, universality and disordered quantum systems
publication: Advances in Theoretical and Mathematical Physics
publication_identifier:
  issn:
  - 1095-0761
publication_status: published
publisher: International Press of Boston
publist_id: '7337'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Universality for a class of random band matrices
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 21
year: '2017'
...
