---
_id: '11453'
abstract:
- lang: eng
  text: "Neuronal computations depend on synaptic connectivity and intrinsic electrophysiological
    properties. Synaptic connectivity determines which inputs from presynaptic neurons
    are integrated, while cellular properties determine how inputs are filtered over
    time. Unlike their biological counterparts, most computational approaches to learning
    in simulated neural networks are limited to changes in synaptic connectivity.
    However, if intrinsic parameters change, neural computations are altered drastically.
    Here, we include the parameters that determine the intrinsic properties,\r\ne.g.,
    time constants and reset potential, into the learning paradigm. Using sparse feedback
    signals that indicate target spike times, and gradient-based parameter updates,
    we show that the intrinsic parameters can be learned along with the synaptic weights
    to produce specific input-output functions. Specifically, we use a teacher-student
    paradigm in which a randomly initialised leaky integrate-and-fire or resonate-and-fire
    neuron must recover the parameters of a teacher neuron. We show that complex temporal
    functions can be learned online and without backpropagation through time, relying
    on event-based updates only. Our results are a step towards online learning of
    neural computations from ungraded and unsigned sparse feedback signals with a
    biologically inspired learning mechanism."
acknowledgement: We would like to thank Professor Dr. Henning Sprekeler for his valuable
  suggestions and Dr. Andrew Saxe, Milan Klöwer and Anna Wallis for their constructive
  feedback on the manuscript. Lukas Braun was supported by the Network of European
  Neuroscience Schools through their NENS Exchange Grant program, by the European
  Union through their European Community Action Scheme for the Mobility of University
  Students, the Woodward Scholarship awarded by Wadham College, Oxford and the Medical
  Research Council [MR/N013468/1]. Tim P. Vogels was supported by a Wellcome Trust
  Senior Research Fellowship [214316/Z/18/Z].
alternative_title:
- Advances in Neural Information Processing Systems
article_processing_charge: No
author:
- first_name: Lukas
  full_name: Braun, Lukas
  last_name: Braun
- first_name: Tim P
  full_name: Vogels, Tim P
  id: CB6FF8D2-008F-11EA-8E08-2637E6697425
  last_name: Vogels
  orcid: 0000-0003-3295-6181
citation:
  ama: 'Braun L, Vogels TP. Online learning of neural computations from sparse temporal
    feedback. In: <i>35th Conference on Neural Information Processing Systems</i>.
    Vol 20. Neural Information Processing Systems Foundation; 2021:16437-16450.'
  apa: 'Braun, L., &#38; Vogels, T. P. (2021). Online learning of neural computations
    from sparse temporal feedback. In <i>35th Conference on Neural Information Processing
    Systems</i> (Vol. 20, pp. 16437–16450). Virtual, Online: Neural Information Processing
    Systems Foundation.'
  chicago: Braun, Lukas, and Tim P Vogels. “Online Learning of Neural Computations
    from Sparse Temporal Feedback.” In <i>35th Conference on Neural Information Processing
    Systems</i>, 20:16437–50. Neural Information Processing Systems Foundation, 2021.
  ieee: L. Braun and T. P. Vogels, “Online learning of neural computations from sparse
    temporal feedback,” in <i>35th Conference on Neural Information Processing Systems</i>,
    Virtual, Online, 2021, vol. 20, pp. 16437–16450.
  ista: 'Braun L, Vogels TP. 2021. Online learning of neural computations from sparse
    temporal feedback. 35th Conference on Neural Information Processing Systems. NeurIPS:
    Neural Information Processing Systems, Advances in Neural Information Processing
    Systems, vol. 20, 16437–16450.'
  mla: Braun, Lukas, and Tim P. Vogels. “Online Learning of Neural Computations from
    Sparse Temporal Feedback.” <i>35th Conference on Neural Information Processing
    Systems</i>, vol. 20, Neural Information Processing Systems Foundation, 2021,
    pp. 16437–50.
  short: L. Braun, T.P. Vogels, in:, 35th Conference on Neural Information Processing
    Systems, Neural Information Processing Systems Foundation, 2021, pp. 16437–16450.
conference:
  end_date: 2021-12-14
  location: Virtual, Online
  name: 'NeurIPS: Neural Information Processing Systems'
  start_date: 2021-12-06
corr_author: '1'
das_tickbox: '1'
date_created: 2022-06-19T22:01:59Z
date_published: 2021-12-01T00:00:00Z
date_updated: 2026-07-08T05:45:00Z
day: '01'
ddc:
- '000'
- '570'
department:
- _id: TiVo
intvolume: '        20'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://proceedings.neurips.cc/paper/2021/file/88e1ce84f9feef5a08d0df0334c53468-Paper.pdf
month: '12'
oa: 1
oa_version: Published Version
page: 16437-16450
project:
- _id: c084a126-5a5b-11eb-8a69-d75314a70a87
  grant_number: 214316/Z/18/Z
  name: "Whatâ\x80\x99s in a memory? Spatiotemporal dynamics in strongly coupled recurrent
    neuronal networks."
publication: 35th Conference on Neural Information Processing Systems
publication_identifier:
  isbn:
  - '9781713845393'
  issn:
  - 1049-5258
publication_status: published
publisher: Neural Information Processing Systems Foundation
quality_controlled: '1'
scopus_import: '1'
status: public
title: Online learning of neural computations from sparse temporal feedback
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 20
year: '2021'
...
---
_id: '11452'
abstract:
- lang: eng
  text: We study efficient distributed algorithms for the fundamental problem of principal
    component analysis and leading eigenvector computation on the sphere, when the
    data are randomly distributed among a set of computational nodes. We propose a
    new quantized variant of Riemannian gradient descent to solve this problem, and
    prove that the algorithm converges with high probability under a set of necessary
    spherical-convexity properties. We give bounds on the number of bits transmitted
    by the algorithm under common initialization schemes, and investigate the dependency
    on the problem dimension in each case.
acknowledgement: We would like to thank the anonymous reviewers for helpful comments
  and suggestions. We also thank Aurelien Lucchi and Antonio Orvieto for fruitful
  discussions at an early stage of this work. FA is partially supported by the SNSF
  under research project No. 192363 and conducted part of this work while at IST Austria
  under the European Union’s Horizon 2020 research and innovation programme (grant
  agreement No. 805223 ScaleML). PD partly conducted this work while at IST Austria
  and was supported by the European Union’s Horizon 2020 programme under the Marie
  Skłodowska-Curie grant agreement No. 754411.
alternative_title:
- Advances in Neural Information Processing Systems
article_processing_charge: No
arxiv: 1
author:
- first_name: Foivos
  full_name: Alimisis, Foivos
  last_name: Alimisis
- first_name: Peter
  full_name: Davies, Peter
  id: 11396234-BB50-11E9-B24C-90FCE5697425
  last_name: Davies
  orcid: 0000-0002-5646-9524
- first_name: Bart
  full_name: Vandereycken, Bart
  last_name: Vandereycken
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
citation:
  ama: 'Alimisis F, Davies P, Vandereycken B, Alistarh D-A. Distributed principal
    component analysis with limited communication. In: <i>35th Conference on Neural
    Information Processing Systems</i>. Vol 4. Neural Information Processing Systems
    Foundation; 2021:2823-2834.'
  apa: 'Alimisis, F., Davies, P., Vandereycken, B., &#38; Alistarh, D.-A. (2021).
    Distributed principal component analysis with limited communication. In <i>35th
    Conference on Neural Information Processing Systems</i> (Vol. 4, pp. 2823–2834).
    Virtual, Online: Neural Information Processing Systems Foundation.'
  chicago: Alimisis, Foivos, Peter Davies, Bart Vandereycken, and Dan-Adrian Alistarh.
    “Distributed Principal Component Analysis with Limited Communication.” In <i>35th
    Conference on Neural Information Processing Systems</i>, 4:2823–34. Neural Information
    Processing Systems Foundation, 2021.
  ieee: F. Alimisis, P. Davies, B. Vandereycken, and D.-A. Alistarh, “Distributed
    principal component analysis with limited communication,” in <i>35th Conference
    on Neural Information Processing Systems</i>, Virtual, Online, 2021, vol. 4, pp.
    2823–2834.
  ista: 'Alimisis F, Davies P, Vandereycken B, Alistarh D-A. 2021. Distributed principal
    component analysis with limited communication. 35th Conference on Neural Information
    Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in
    Neural Information Processing Systems, vol. 4, 2823–2834.'
  mla: Alimisis, Foivos, et al. “Distributed Principal Component Analysis with Limited
    Communication.” <i>35th Conference on Neural Information Processing Systems</i>,
    vol. 4, Neural Information Processing Systems Foundation, 2021, pp. 2823–34.
  short: F. Alimisis, P. Davies, B. Vandereycken, D.-A. Alistarh, in:, 35th Conference
    on Neural Information Processing Systems, Neural Information Processing Systems
    Foundation, 2021, pp. 2823–2834.
conference:
  end_date: 2021-12-14
  location: Virtual, Online
  name: 'NeurIPS: Neural Information Processing Systems'
  start_date: 2021-12-06
corr_author: '1'
das_tickbox: '1'
date_created: 2022-06-19T22:01:58Z
date_published: 2021-12-01T00:00:00Z
date_updated: 2026-07-08T05:44:33Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
ec_funded: 1
external_id:
  arxiv:
  - '2110.14391'
intvolume: '         4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://proceedings.neurips.cc/paper/2021/file/1680e9fa7b4dd5d62ece800239bb53bd-Paper.pdf
month: '12'
oa: 1
oa_version: Published Version
page: 2823-2834
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '805223'
  name: Elastic Coordination for Scalable Machine Learning
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 35th Conference on Neural Information Processing Systems
publication_identifier:
  isbn:
  - '9781713845393'
  issn:
  - 1049-5258
publication_status: published
publisher: Neural Information Processing Systems Foundation
quality_controlled: '1'
scopus_import: '1'
status: public
title: Distributed principal component analysis with limited communication
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 4
year: '2021'
...
---
OA_place: repository
OA_type: green
_id: '22156'
abstract:
- lang: eng
  text: Extending a recent breakthrough of Shitov, we prove that the chromatic number
    of the tensor product of two graphs can be a constant factor smaller than the
    minimum chromatic number of the two graphs. More precisely, we prove that there
    exists an absolute constant δ>0 such that for all c sufficiently large, there
    exist graphs G and H with chromatic number at least (1+δ)c for which χ(G×H)≤c.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Xiaoyu
  full_name: He, Xiaoyu
  last_name: He
- first_name: Yuval
  full_name: Wigderson, Yuval
  id: 2d0023a0-1567-11f0-833d-d5c1e476d4b5
  last_name: Wigderson
citation:
  ama: He X, Wigderson Y. Hedetniemi’s conjecture is asymptotically false. <i>Journal
    of Combinatorial Theory, Series B</i>. 2021;146:485-494. doi:<a href="https://doi.org/10.1016/j.jctb.2020.03.003">10.1016/j.jctb.2020.03.003</a>
  apa: He, X., &#38; Wigderson, Y. (2021). Hedetniemi’s conjecture is asymptotically
    false. <i>Journal of Combinatorial Theory, Series B</i>. Elsevier. <a href="https://doi.org/10.1016/j.jctb.2020.03.003">https://doi.org/10.1016/j.jctb.2020.03.003</a>
  chicago: He, Xiaoyu, and Yuval Wigderson. “Hedetniemi’s Conjecture Is Asymptotically
    False.” <i>Journal of Combinatorial Theory, Series B</i>. Elsevier, 2021. <a href="https://doi.org/10.1016/j.jctb.2020.03.003">https://doi.org/10.1016/j.jctb.2020.03.003</a>.
  ieee: X. He and Y. Wigderson, “Hedetniemi’s conjecture is asymptotically false,”
    <i>Journal of Combinatorial Theory, Series B</i>, vol. 146. Elsevier, pp. 485–494,
    2021.
  ista: He X, Wigderson Y. 2021. Hedetniemi’s conjecture is asymptotically false.
    Journal of Combinatorial Theory, Series B. 146, 485–494.
  mla: He, Xiaoyu, and Yuval Wigderson. “Hedetniemi’s Conjecture Is Asymptotically
    False.” <i>Journal of Combinatorial Theory, Series B</i>, vol. 146, Elsevier,
    2021, pp. 485–94, doi:<a href="https://doi.org/10.1016/j.jctb.2020.03.003">10.1016/j.jctb.2020.03.003</a>.
  short: X. He, Y. Wigderson, Journal of Combinatorial Theory, Series B 146 (2021)
    485–494.
date_created: 2026-06-29T10:50:09Z
date_published: 2021-01-01T00:00:00Z
date_updated: 2026-07-08T07:43:57Z
day: '01'
doi: 10.1016/j.jctb.2020.03.003
extern: '1'
external_id:
  arxiv:
  - '1906.06783'
fulldoi: https://doi.org/10.1016/j.jctb.2020.03.003
intvolume: '       146'
keyword:
- Graph coloring
- Hedetniemi's conjecture
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1906.06783
month: '01'
oa: 1
oa_version: Preprint
page: 485-494
publication: Journal of Combinatorial Theory, Series B
publication_identifier:
  issn:
  - 0095-8956
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Hedetniemi's conjecture is asymptotically false
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 146
year: '2021'
...
---
_id: '9331'
abstract:
- lang: eng
  text: 'Quantum entanglement has been generated and verified in cold-atom experiments
    and used to make atom-interferometric measurements below the shot-noise limit.
    However, current state-of-the-art cold-atom devices exploit separable (i.e., unentangled)
    atomic states. This perspective piece asks the question: can entanglement usefully
    improve cold-atom sensors, in the sense that it gives new sensing capabilities
    unachievable with current state-of-the-art devices? We briefly review the state-of-the-art
    in precision cold-atom sensing, focusing on clocks and inertial sensors, identifying
    the potential benefits entanglement could bring to these devices, and the challenges
    that need to be overcome to realize these benefits. We survey demonstrated methods
    of generating metrologically useful entanglement in cold-atom systems, note their
    relative strengths and weaknesses, and assess their prospects for near-to-medium
    term quantum-enhanced cold-atom sensing.'
acknowledgement: We acknowledge fruitful discussions with John Close, Chris Freier,
  Kyle Hardman, Joseph Hope, and Paul Wigley, and insightful suggestions made by Franck
  Pereira dos Santos on behalf of the Atom Interferometry and Inertial Sensors team
  at SYRTE. S.S.S. was supported by an Australian Research Council Discovery Early
  Career Researcher Award (DECRA), Project No. DE200100495. O.H. was supported by
  IST Austria.
article_number: '140501'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Stuart S.
  full_name: Szigeti, Stuart S.
  last_name: Szigeti
- first_name: Onur
  full_name: Hosten, Onur
  id: 4C02D85E-F248-11E8-B48F-1D18A9856A87
  last_name: Hosten
  orcid: 0000-0002-2031-204X
- first_name: Simon A.
  full_name: Haine, Simon A.
  last_name: Haine
citation:
  ama: 'Szigeti SS, Hosten O, Haine SA. Improving cold-atom sensors with quantum entanglement:
    Prospects and challenges. <i>Applied Physics Letters</i>. 2021;118(14). doi:<a
    href="https://doi.org/10.1063/5.0050235">10.1063/5.0050235</a>'
  apa: 'Szigeti, S. S., Hosten, O., &#38; Haine, S. A. (2021). Improving cold-atom
    sensors with quantum entanglement: Prospects and challenges. <i>Applied Physics
    Letters</i>. AIP Publishing. <a href="https://doi.org/10.1063/5.0050235">https://doi.org/10.1063/5.0050235</a>'
  chicago: 'Szigeti, Stuart S., Onur Hosten, and Simon A. Haine. “Improving Cold-Atom
    Sensors with Quantum Entanglement: Prospects and Challenges.” <i>Applied Physics
    Letters</i>. AIP Publishing, 2021. <a href="https://doi.org/10.1063/5.0050235">https://doi.org/10.1063/5.0050235</a>.'
  ieee: 'S. S. Szigeti, O. Hosten, and S. A. Haine, “Improving cold-atom sensors with
    quantum entanglement: Prospects and challenges,” <i>Applied Physics Letters</i>,
    vol. 118, no. 14. AIP Publishing, 2021.'
  ista: 'Szigeti SS, Hosten O, Haine SA. 2021. Improving cold-atom sensors with quantum
    entanglement: Prospects and challenges. Applied Physics Letters. 118(14), 140501.'
  mla: 'Szigeti, Stuart S., et al. “Improving Cold-Atom Sensors with Quantum Entanglement:
    Prospects and Challenges.” <i>Applied Physics Letters</i>, vol. 118, no. 14, 140501,
    AIP Publishing, 2021, doi:<a href="https://doi.org/10.1063/5.0050235">10.1063/5.0050235</a>.'
  short: S.S. Szigeti, O. Hosten, S.A. Haine, Applied Physics Letters 118 (2021).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: The data that support the findings of this study are available
  from the corresponding author upon reasonable request.
date_created: 2021-04-18T22:01:40Z
date_published: 2021-04-07T00:00:00Z
date_updated: 2026-07-08T08:53:45Z
day: '07'
department:
- _id: OnHo
doi: 10.1063/5.0050235
external_id:
  arxiv:
  - '2010.09168'
  isi:
  - '000637702100001'
fulldoi: https://doi.org/10.1063/5.0050235
intvolume: '       118'
isi: 1
issue: '14'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2010.09168
month: '04'
oa: 1
oa_version: Preprint
publication: Applied Physics Letters
publication_identifier:
  issn:
  - 0003-6951
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
researchdata_availability: upon request
scopus_import: '1'
status: public
supplementarymaterial: no
title: 'Improving cold-atom sensors with quantum entanglement: Prospects and challenges'
type: journal_article
user_id: 68b8ca59-c5b3-11ee-8790-cd641c68093d
volume: 118
year: '2021'
...
---
OA_place: repository
OA_type: green
_id: '22161'
abstract:
- lang: eng
  text: "Recently, Souza introduced blowup Ramsey numbers as a gener-\r\nalization
    of bipartite Ramsey numbers. For graphs G and H, say\r\nG r\r\n−→ H if every r-edge-coloring
    of G contains a monochromatic\r\ncopy of H. Let H[t] denote the t-blowup of H.
    Then the blowup\r\nRamsey number of G, H, r, and t is defined as the minimum n\r\nsuch
    that G[n] r\r\n−→ H[t]. Souza proved upper and lower bounds on\r\nn that are exponential
    in t, and conjectured that the exponential\r\nconstant does not depend on G. We
    prove that the dependence on\r\nG in the exponential constant is indeed unnecessary,
    but conjecture\r\nthat some dependence on G is unavoidable.\r\nAn important step
    in both Souza’s proof and ours is a theorem of\r\nNikiforov, which says that if
    a graph contains a constant fraction\r\nof the possible copies of H, then it contains
    a blowup of H of\r\nlogarithmic size. We also provide a new proof of this theorem
    with\r\na better quantitative dependence."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Jacob
  full_name: Fox, Jacob
  last_name: Fox
- first_name: Sammy
  full_name: Luo, Sammy
  last_name: Luo
- first_name: Yuval
  full_name: Wigderson, Yuval
  id: 2d0023a0-1567-11f0-833d-d5c1e476d4b5
  last_name: Wigderson
citation:
  ama: Fox J, Luo S, Wigderson Y. Extremal and Ramsey results on graph blowups. <i>Journal
    of Combinatorics</i>. 2021;12(1):1-15. doi:<a href="https://doi.org/10.4310/joc.2021.v12.n1.a1">10.4310/joc.2021.v12.n1.a1</a>
  apa: Fox, J., Luo, S., &#38; Wigderson, Y. (2021). Extremal and Ramsey results on
    graph blowups. <i>Journal of Combinatorics</i>. International Press of Boston.
    <a href="https://doi.org/10.4310/joc.2021.v12.n1.a1">https://doi.org/10.4310/joc.2021.v12.n1.a1</a>
  chicago: Fox, Jacob, Sammy Luo, and Yuval Wigderson. “Extremal and Ramsey Results
    on Graph Blowups.” <i>Journal of Combinatorics</i>. International Press of Boston,
    2021. <a href="https://doi.org/10.4310/joc.2021.v12.n1.a1">https://doi.org/10.4310/joc.2021.v12.n1.a1</a>.
  ieee: J. Fox, S. Luo, and Y. Wigderson, “Extremal and Ramsey results on graph blowups,”
    <i>Journal of Combinatorics</i>, vol. 12, no. 1. International Press of Boston,
    pp. 1–15, 2021.
  ista: Fox J, Luo S, Wigderson Y. 2021. Extremal and Ramsey results on graph blowups.
    Journal of Combinatorics. 12(1), 1–15.
  mla: Fox, Jacob, et al. “Extremal and Ramsey Results on Graph Blowups.” <i>Journal
    of Combinatorics</i>, vol. 12, no. 1, International Press of Boston, 2021, pp.
    1–15, doi:<a href="https://doi.org/10.4310/joc.2021.v12.n1.a1">10.4310/joc.2021.v12.n1.a1</a>.
  short: J. Fox, S. Luo, Y. Wigderson, Journal of Combinatorics 12 (2021) 1–15.
date_created: 2026-06-29T10:52:13Z
date_published: 2021-01-01T00:00:00Z
date_updated: 2026-07-08T10:41:31Z
day: '01'
doi: 10.4310/joc.2021.v12.n1.a1
extern: '1'
external_id:
  arxiv:
  - '1912.08328'
fulldoi: https://doi.org/10.4310/joc.2021.v12.n1.a1
intvolume: '        12'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1912.08328
mathsc:
- 05C35
- 05C55
month: '01'
oa: 1
oa_version: Preprint
page: 1-15
publication: Journal of Combinatorics
publication_identifier:
  eissn:
  - 2150-959X
  issn:
  - 2156-3527
publication_status: published
publisher: International Press of Boston
quality_controlled: '1'
scopus_import: '1'
status: public
title: Extremal and Ramsey results on graph blowups
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2021'
...
---
_id: '17132'
abstract:
- lang: eng
  text: <jats:p>Extracellular recording is an accessible technique used in animals
    and humans to study the brain physiology and pathology. As the number of recording
    channels and their density grows it is natural to ask how much improvement the
    additional channels bring in and how we can optimally use the new capabilities
    for monitoring the brain. Here we show that for any given distribution of electrodes
    we can establish exactly what information about current sources in the brain can
    be recovered and what information is strictly unobservable. We demonstrate this
    in the general setting of previously proposed kernel Current Source Density method
    and illustrate it with simplified examples as well as using evoked potentials
    from the barrel cortex obtained with a Neuropixels probe and with compatible model
    data. We show that with conceptual separation of the estimation space from experimental
    setup one can recover sources not accessible to standard methods.</jats:p>
article_number: e1008615
article_processing_charge: No
article_type: original
author:
- first_name: Chaitanya
  full_name: Chintaluri, Chaitanya
  id: BA06AFEE-A4BA-11EA-AE5C-14673DDC885E
  last_name: Chintaluri
  orcid: 0000-0003-4252-1608
- first_name: Marta
  full_name: Bejtka, Marta
  last_name: Bejtka
- first_name: Władysław
  full_name: Średniawa, Władysław
  last_name: Średniawa
- first_name: Michał
  full_name: Czerwiński, Michał
  last_name: Czerwiński
- first_name: Jakub M.
  full_name: Dzik, Jakub M.
  last_name: Dzik
- first_name: Joanna
  full_name: Jędrzejewska-Szmek, Joanna
  last_name: Jędrzejewska-Szmek
- first_name: Kacper
  full_name: Kondrakiewicz, Kacper
  last_name: Kondrakiewicz
- first_name: Ewa
  full_name: Kublik, Ewa
  last_name: Kublik
- first_name: Daniel K.
  full_name: Wójcik, Daniel K.
  last_name: Wójcik
citation:
  ama: Chintaluri C, Bejtka M, Średniawa W, et al. What we can and what we cannot
    see with extracellular multielectrodes. <i>PLOS Computational Biology</i>. 2021;17(5).
    doi:<a href="https://doi.org/10.1371/journal.pcbi.1008615">10.1371/journal.pcbi.1008615</a>
  apa: Chintaluri, C., Bejtka, M., Średniawa, W., Czerwiński, M., Dzik, J. M., Jędrzejewska-Szmek,
    J., … Wójcik, D. K. (2021). What we can and what we cannot see with extracellular
    multielectrodes. <i>PLOS Computational Biology</i>. Public Library of Science.
    <a href="https://doi.org/10.1371/journal.pcbi.1008615">https://doi.org/10.1371/journal.pcbi.1008615</a>
  chicago: Chintaluri, Chaitanya, Marta Bejtka, Władysław Średniawa, Michał Czerwiński,
    Jakub M. Dzik, Joanna Jędrzejewska-Szmek, Kacper Kondrakiewicz, Ewa Kublik, and
    Daniel K. Wójcik. “What We Can and What We Cannot See with Extracellular Multielectrodes.”
    <i>PLOS Computational Biology</i>. Public Library of Science, 2021. <a href="https://doi.org/10.1371/journal.pcbi.1008615">https://doi.org/10.1371/journal.pcbi.1008615</a>.
  ieee: C. Chintaluri <i>et al.</i>, “What we can and what we cannot see with extracellular
    multielectrodes,” <i>PLOS Computational Biology</i>, vol. 17, no. 5. Public Library
    of Science, 2021.
  ista: Chintaluri C, Bejtka M, Średniawa W, Czerwiński M, Dzik JM, Jędrzejewska-Szmek
    J, Kondrakiewicz K, Kublik E, Wójcik DK. 2021. What we can and what we cannot
    see with extracellular multielectrodes. PLOS Computational Biology. 17(5), e1008615.
  mla: Chintaluri, Chaitanya, et al. “What We Can and What We Cannot See with Extracellular
    Multielectrodes.” <i>PLOS Computational Biology</i>, vol. 17, no. 5, e1008615,
    Public Library of Science, 2021, doi:<a href="https://doi.org/10.1371/journal.pcbi.1008615">10.1371/journal.pcbi.1008615</a>.
  short: C. Chintaluri, M. Bejtka, W. Średniawa, M. Czerwiński, J.M. Dzik, J. Jędrzejewska-Szmek,
    K. Kondrakiewicz, E. Kublik, D.K. Wójcik, PLOS Computational Biology 17 (2021).
das_tickbox: '1'
date_created: 2024-06-11T14:43:37Z
date_published: 2021-05-14T00:00:00Z
date_updated: 2026-07-13T12:31:04Z
day: '14'
doi: 10.1371/journal.pcbi.1008615
extern: '1'
fulldoi: https://doi.org/10.1371/journal.pcbi.1008615
has_accepted_license: '1'
intvolume: '        17'
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1371/journal.pcbi.1008615
month: '05'
oa: 1
oa_version: Published Version
publication: PLOS Computational Biology
publication_identifier:
  issn:
  - 1553-7358
publication_status: published
publisher: Public Library of Science
quality_controlled: '1'
status: public
title: What we can and what we cannot see with extracellular multielectrodes
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 17
year: '2021'
...
---
OA_place: repository
OA_type: green
_id: '22169'
abstract:
- lang: eng
  text: A recent breakthrough of Conlon and Ferber yielded an exponential improvement
    on the lower bounds for multicolor diagonal Ramsey numbers. In this note, we modify
    their construction and obtain improved bounds for more than three colors.
article_processing_charge: No
article_type: original
author:
- first_name: Yuval
  full_name: Wigderson, Yuval
  id: 2d0023a0-1567-11f0-833d-d5c1e476d4b5
  last_name: Wigderson
citation:
  ama: Wigderson Y. An improved lower bound on multicolor Ramsey numbers. <i>Proceedings
    of the American Mathematical Society</i>. 2021;149(6):2371-2374. doi:<a href="https://doi.org/10.1090/proc/15447">10.1090/proc/15447</a>
  apa: Wigderson, Y. (2021). An improved lower bound on multicolor Ramsey numbers.
    <i>Proceedings of the American Mathematical Society</i>. American Mathematical
    Society. <a href="https://doi.org/10.1090/proc/15447">https://doi.org/10.1090/proc/15447</a>
  chicago: Wigderson, Yuval. “An Improved Lower Bound on Multicolor Ramsey Numbers.”
    <i>Proceedings of the American Mathematical Society</i>. American Mathematical
    Society, 2021. <a href="https://doi.org/10.1090/proc/15447">https://doi.org/10.1090/proc/15447</a>.
  ieee: Y. Wigderson, “An improved lower bound on multicolor Ramsey numbers,” <i>Proceedings
    of the American Mathematical Society</i>, vol. 149, no. 6. American Mathematical
    Society, pp. 2371–2374, 2021.
  ista: Wigderson Y. 2021. An improved lower bound on multicolor Ramsey numbers. Proceedings
    of the American Mathematical Society. 149(6), 2371–2374.
  mla: Wigderson, Yuval. “An Improved Lower Bound on Multicolor Ramsey Numbers.” <i>Proceedings
    of the American Mathematical Society</i>, vol. 149, no. 6, American Mathematical
    Society, 2021, pp. 2371–74, doi:<a href="https://doi.org/10.1090/proc/15447">10.1090/proc/15447</a>.
  short: Y. Wigderson, Proceedings of the American Mathematical Society 149 (2021)
    2371–2374.
date_created: 2026-06-29T10:55:23Z
date_published: 2021-06-01T00:00:00Z
date_updated: 2026-07-14T08:42:59Z
day: '01'
doi: 10.1090/proc/15447
extern: '1'
external_id:
  unknown:
  - '2009.12020'
fulldoi: https://doi.org/10.1090/proc/15447
intvolume: '       149'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2009.12020
month: '06'
oa: 1
oa_version: Preprint
page: 2371-2374
publication: Proceedings of the American Mathematical Society
publication_identifier:
  eissn:
  - 1088-6826
  issn:
  - 0002-9939
publication_status: published
publisher: American Mathematical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: An improved lower bound on multicolor Ramsey numbers
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 149
year: '2021'
...
---
OA_place: repository
OA_type: green
_id: '22175'
abstract:
- lang: eng
  text: We show how a number of well-known uncertainty principles for the Fourier
    transform, such as the Heisenberg uncertainty principle, the Donoho–Stark uncertainty
    principle, and Meshulam’s nonabelian uncertainty principle, have little to do
    with the structure of the Fourier transform itself. Rather, all of these results
    follow from very weak properties of the Fourier transform (shared by numerous
    linear operators), namely that it is bounded as an operator  L1 → L∞, and that
    it is unitary. Using a single, simple proof template, and only these (or weaker)
    properties, we obtain some new proofs and many generalizations of these basic
    uncertainty principles, to new operators and to new settings, in a completely
    unified way. Together with our general overview, this paper can also serve as
    a survey of the many facets of the phenomena known as uncertainty principles.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Avi
  full_name: Wigderson, Avi
  last_name: Wigderson
- first_name: Yuval
  full_name: Wigderson, Yuval
  id: 2d0023a0-1567-11f0-833d-d5c1e476d4b5
  last_name: Wigderson
citation:
  ama: 'Wigderson A, Wigderson Y. The uncertainty principle: Variations on a theme.
    <i>Bulletin of the American Mathematical Society</i>. 2021;58(2):225-261. doi:<a
    href="https://doi.org/10.1090/bull/1715">10.1090/bull/1715</a>'
  apa: 'Wigderson, A., &#38; Wigderson, Y. (2021). The uncertainty principle: Variations
    on a theme. <i>Bulletin of the American Mathematical Society</i>. American Mathematical
    Society. <a href="https://doi.org/10.1090/bull/1715">https://doi.org/10.1090/bull/1715</a>'
  chicago: 'Wigderson, Avi, and Yuval Wigderson. “The Uncertainty Principle: Variations
    on a Theme.” <i>Bulletin of the American Mathematical Society</i>. American Mathematical
    Society, 2021. <a href="https://doi.org/10.1090/bull/1715">https://doi.org/10.1090/bull/1715</a>.'
  ieee: 'A. Wigderson and Y. Wigderson, “The uncertainty principle: Variations on
    a theme,” <i>Bulletin of the American Mathematical Society</i>, vol. 58, no. 2.
    American Mathematical Society, pp. 225–261, 2021.'
  ista: 'Wigderson A, Wigderson Y. 2021. The uncertainty principle: Variations on
    a theme. Bulletin of the American Mathematical Society. 58(2), 225–261.'
  mla: 'Wigderson, Avi, and Yuval Wigderson. “The Uncertainty Principle: Variations
    on a Theme.” <i>Bulletin of the American Mathematical Society</i>, vol. 58, no.
    2, American Mathematical Society, 2021, pp. 225–61, doi:<a href="https://doi.org/10.1090/bull/1715">10.1090/bull/1715</a>.'
  short: A. Wigderson, Y. Wigderson, Bulletin of the American Mathematical Society
    58 (2021) 225–261.
date_created: 2026-06-29T10:57:49Z
date_published: 2021-01-04T00:00:00Z
date_updated: 2026-07-14T09:02:39Z
day: '04'
doi: 10.1090/bull/1715
extern: '1'
external_id:
  arxiv:
  - '2006.11206'
fulldoi: https://doi.org/10.1090/bull/1715
intvolume: '        58'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2006.11206
mathsc:
- 81S07
- 43A25
- 20C15
- 94A12
month: '01'
oa: 1
oa_version: Preprint
page: 225-261
publication: Bulletin of the American Mathematical Society
publication_identifier:
  eissn:
  - 1088-9485
  issn:
  - 0273-0979
publication_status: published
publisher: American Mathematical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'The uncertainty principle: Variations on a theme'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 58
year: '2021'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22207'
abstract:
- lang: eng
  text: Phase separation is a ubiquitous process and finds applications in a variety
    of biological, organic, and inorganic systems. Nature has evolved the ability
    to control phase separation to both regulate cellular processes and make composite
    materials with outstanding mechanical and optical properties. Striking examples
    of the latter are the vibrant blue and green feathers of many bird species, which
    are thought to result from an exquisite control of the size and spatial correlations
    of their phase-separated microstructures. By contrast, it is much harder for material
    scientists to arrest and control phase separation in synthetic materials with
    such a high level of precision at these length scales. In this Perspective, we
    briefly review some established methods to control liquid–liquid phase separation
    processes and then highlight the emergence of a promising arrest method based
    on phase separation in an elastic polymer network. Finally, we discuss upcoming
    challenges and opportunities for fabricating microstructured materials via mechanically
    controlled phase separation.
article_processing_charge: No
article_type: original
author:
- first_name: Carla
  full_name: Fernández-Rico, Carla
  id: 492def71-6250-11f0-b278-d41dbd241b62
  last_name: Fernández-Rico
- first_name: Tianqi
  full_name: Sai, Tianqi
  last_name: Sai
- first_name: Alba
  full_name: Sicher, Alba
  last_name: Sicher
- first_name: Robert W.
  full_name: Style, Robert W.
  last_name: Style
- first_name: Eric R.
  full_name: Dufresne, Eric R.
  last_name: Dufresne
citation:
  ama: Fernández-Rico C, Sai T, Sicher A, Style RW, Dufresne ER. Putting the squeeze
    on phase separation. <i>JACS Au</i>. 2021;2(1):66-73. doi:<a href="https://doi.org/10.1021/jacsau.1c00443">10.1021/jacsau.1c00443</a>
  apa: Fernández-Rico, C., Sai, T., Sicher, A., Style, R. W., &#38; Dufresne, E. R.
    (2021). Putting the squeeze on phase separation. <i>JACS Au</i>. American Chemical
    Society. <a href="https://doi.org/10.1021/jacsau.1c00443">https://doi.org/10.1021/jacsau.1c00443</a>
  chicago: Fernández-Rico, Carla, Tianqi Sai, Alba Sicher, Robert W. Style, and Eric
    R. Dufresne. “Putting the Squeeze on Phase Separation.” <i>JACS Au</i>. American
    Chemical Society, 2021. <a href="https://doi.org/10.1021/jacsau.1c00443">https://doi.org/10.1021/jacsau.1c00443</a>.
  ieee: C. Fernández-Rico, T. Sai, A. Sicher, R. W. Style, and E. R. Dufresne, “Putting
    the squeeze on phase separation,” <i>JACS Au</i>, vol. 2, no. 1. American Chemical
    Society, pp. 66–73, 2021.
  ista: Fernández-Rico C, Sai T, Sicher A, Style RW, Dufresne ER. 2021. Putting the
    squeeze on phase separation. JACS Au. 2(1), 66–73.
  mla: Fernández-Rico, Carla, et al. “Putting the Squeeze on Phase Separation.” <i>JACS
    Au</i>, vol. 2, no. 1, American Chemical Society, 2021, pp. 66–73, doi:<a href="https://doi.org/10.1021/jacsau.1c00443">10.1021/jacsau.1c00443</a>.
  short: C. Fernández-Rico, T. Sai, A. Sicher, R.W. Style, E.R. Dufresne, JACS Au
    2 (2021) 66–73.
date_created: 2026-06-30T06:30:18Z
date_published: 2021-12-10T00:00:00Z
date_updated: 2026-07-15T05:55:35Z
day: '10'
ddc:
- '540'
doi: 10.1021/jacsau.1c00443
extern: '1'
external_id:
  pmid:
  - '35098222'
fulldoi: https://doi.org/10.1021/jacsau.1c00443
has_accepted_license: '1'
intvolume: '         2'
issue: '1'
keyword:
- phase separation
- arrest
- bird feathers
- elasticity
- polymer networks
- microstructured materials
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1021/jacsau.1c00443
month: '12'
oa: 1
oa_version: Published Version
page: 66-73
pmid: 1
publication: JACS Au
publication_identifier:
  eissn:
  - 2691-3704
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Putting the squeeze on phase separation
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: 2
year: '2021'
...
---
OA_place: publisher
OA_type: hybrid
_id: '22211'
abstract:
- lang: eng
  text: Hierarchically self-assembled materials—structures with order at multiple
    length scales—can be found everywhere. Examples range from collagen structures
    in human bones to engineered photonic materials. These structures usually assemble
    from monodisperse microscopic building blocks that interact via complex directional
    interactions. In this work, we show that hierarchical materials can, in fact,
    also be assembled from polydisperse building blocks and by entropic interactions
    alone. Our simple yet powerful assembly mechanism opens up avenues toward rationally
    exploiting the often undesired polydispersity of colloidal building blocks for
    programming entropy-driven self-assembly of hierarchical materials.
article_number: e2107241118
article_processing_charge: No
article_type: original
author:
- first_name: Carla
  full_name: Fernández-Rico, Carla
  id: 492def71-6250-11f0-b278-d41dbd241b62
  last_name: Fernández-Rico
- first_name: Roel P. A.
  full_name: Dullens, Roel P. A.
  last_name: Dullens
citation:
  ama: Fernández-Rico C, Dullens RPA. Hierarchical self-assembly of polydisperse colloidal
    bananas into a two-dimensional vortex phase. <i>Proceedings of the National Academy
    of Sciences</i>. 2021;118(33). doi:<a href="https://doi.org/10.1073/pnas.2107241118">10.1073/pnas.2107241118</a>
  apa: Fernández-Rico, C., &#38; Dullens, R. P. A. (2021). Hierarchical self-assembly
    of polydisperse colloidal bananas into a two-dimensional vortex phase. <i>Proceedings
    of the National Academy of Sciences</i>. National Academy of Sciences. <a href="https://doi.org/10.1073/pnas.2107241118">https://doi.org/10.1073/pnas.2107241118</a>
  chicago: Fernández-Rico, Carla, and Roel P. A. Dullens. “Hierarchical Self-Assembly
    of Polydisperse Colloidal Bananas into a Two-Dimensional Vortex Phase.” <i>Proceedings
    of the National Academy of Sciences</i>. National Academy of Sciences, 2021. <a
    href="https://doi.org/10.1073/pnas.2107241118">https://doi.org/10.1073/pnas.2107241118</a>.
  ieee: C. Fernández-Rico and R. P. A. Dullens, “Hierarchical self-assembly of polydisperse
    colloidal bananas into a two-dimensional vortex phase,” <i>Proceedings of the
    National Academy of Sciences</i>, vol. 118, no. 33. National Academy of Sciences,
    2021.
  ista: Fernández-Rico C, Dullens RPA. 2021. Hierarchical self-assembly of polydisperse
    colloidal bananas into a two-dimensional vortex phase. Proceedings of the National
    Academy of Sciences. 118(33), e2107241118.
  mla: Fernández-Rico, Carla, and Roel P. A. Dullens. “Hierarchical Self-Assembly
    of Polydisperse Colloidal Bananas into a Two-Dimensional Vortex Phase.” <i>Proceedings
    of the National Academy of Sciences</i>, vol. 118, no. 33, e2107241118, National
    Academy of Sciences, 2021, doi:<a href="https://doi.org/10.1073/pnas.2107241118">10.1073/pnas.2107241118</a>.
  short: C. Fernández-Rico, R.P.A. Dullens, Proceedings of the National Academy of
    Sciences 118 (2021).
date_created: 2026-06-30T06:31:50Z
date_published: 2021-08-13T00:00:00Z
date_updated: 2026-07-15T07:02:38Z
day: '13'
ddc:
- '540'
doi: 10.1073/pnas.2107241118
extern: '1'
external_id:
  pmid:
  - '34389681'
fulldoi: https://doi.org/10.1073/pnas.2107241118
has_accepted_license: '1'
intvolume: '       118'
issue: '33'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1073/pnas.2107241118
month: '08'
oa: 1
oa_version: Published Version
pmid: 1
publication: Proceedings of the National Academy of Sciences
publication_identifier:
  eissn:
  - 1091-6490
  issn:
  - 0027-8424
publication_status: published
publisher: National Academy of Sciences
quality_controlled: '1'
scopus_import: '1'
status: public
title: Hierarchical self-assembly of polydisperse colloidal bananas into a two-dimensional
  vortex phase
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: 118
year: '2021'
...
---
OA_place: publisher
OA_type: hybrid
_id: '22217'
abstract:
- lang: eng
  text: Surface roughness plays an important role in determining the mechanical properties,
    wettability, and self-assembly in colloidal systems. In this work, we develop
    a simple and fast method to produce rough colloidal SU-8 rods, bananas, and spheres,
    via the nanoprecipitation of SU-8 in water. During this process, SU-8 nanospheres
    are absorbed onto the surface of the colloidal SU-8 particles and then cross-linked
    using UV-light. The size of the spherical asperities and the asperity density
    are controlled by the concentration of SU-8 used during the nanoprecipitation
    reaction. Fluorescent labeling of the rough SU-8 colloidal particles allows for
    their confocal imaging, which demonstrates their stability at high packing fractions.
    With these newly developed rough particles, we provide a colloidal model system
    that allows for studies addressing the impact of surface roughness on materials
    composed of anisotropic particles.
article_processing_charge: No
article_type: original
author:
- first_name: Carla
  full_name: Fernández-Rico, Carla
  id: 492def71-6250-11f0-b278-d41dbd241b62
  last_name: Fernández-Rico
- first_name: Jeffrey S.
  full_name: Urbach, Jeffrey S.
  last_name: Urbach
- first_name: Roel P. A.
  full_name: Dullens, Roel P. A.
  last_name: Dullens
citation:
  ama: Fernández-Rico C, Urbach JS, Dullens RPA. Synthesis of rough colloidal SU-8
    rods and bananas via nanoprecipitation. <i>Langmuir</i>. 2021;37(9):2900-2906.
    doi:<a href="https://doi.org/10.1021/acs.langmuir.0c03361">10.1021/acs.langmuir.0c03361</a>
  apa: Fernández-Rico, C., Urbach, J. S., &#38; Dullens, R. P. A. (2021). Synthesis
    of rough colloidal SU-8 rods and bananas via nanoprecipitation. <i>Langmuir</i>.
    American Chemical Society. <a href="https://doi.org/10.1021/acs.langmuir.0c03361">https://doi.org/10.1021/acs.langmuir.0c03361</a>
  chicago: Fernández-Rico, Carla, Jeffrey S. Urbach, and Roel P. A. Dullens. “Synthesis
    of Rough Colloidal SU-8 Rods and Bananas via Nanoprecipitation.” <i>Langmuir</i>.
    American Chemical Society, 2021. <a href="https://doi.org/10.1021/acs.langmuir.0c03361">https://doi.org/10.1021/acs.langmuir.0c03361</a>.
  ieee: C. Fernández-Rico, J. S. Urbach, and R. P. A. Dullens, “Synthesis of rough
    colloidal SU-8 rods and bananas via nanoprecipitation,” <i>Langmuir</i>, vol.
    37, no. 9. American Chemical Society, pp. 2900–2906, 2021.
  ista: Fernández-Rico C, Urbach JS, Dullens RPA. 2021. Synthesis of rough colloidal
    SU-8 rods and bananas via nanoprecipitation. Langmuir. 37(9), 2900–2906.
  mla: Fernández-Rico, Carla, et al. “Synthesis of Rough Colloidal SU-8 Rods and Bananas
    via Nanoprecipitation.” <i>Langmuir</i>, vol. 37, no. 9, American Chemical Society,
    2021, pp. 2900–06, doi:<a href="https://doi.org/10.1021/acs.langmuir.0c03361">10.1021/acs.langmuir.0c03361</a>.
  short: C. Fernández-Rico, J.S. Urbach, R.P.A. Dullens, Langmuir 37 (2021) 2900–2906.
date_created: 2026-06-30T06:36:01Z
date_published: 2021-02-26T00:00:00Z
date_updated: 2026-07-15T07:48:42Z
day: '26'
ddc:
- '540'
doi: 10.1021/acs.langmuir.0c03361
extern: '1'
external_id:
  pmid:
  - '33635671'
fulldoi: https://doi.org/10.1021/acs.langmuir.0c03361
has_accepted_license: '1'
intvolume: '        37'
issue: '9'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1021/acs.langmuir.0c03361
month: '02'
oa: 1
oa_version: Published Version
page: 2900-2906
pmid: 1
publication: Langmuir
publication_identifier:
  eissn:
  - 1520-5827
  issn:
  - 0743-7463
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Synthesis of rough colloidal SU-8 rods and bananas via nanoprecipitation
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: 37
year: '2021'
...
---
OA_place: publisher
OA_type: free access
_id: '9168'
abstract:
- lang: eng
  text: Interspecific crossing experiments have shown that sex chromosomes play a
    major role in reproductive isolation between many pairs of species. However, their
    ability to act as reproductive barriers, which hamper interspecific genetic exchange,
    has rarely been evaluated quantitatively compared to Autosomes. This genome-wide
    limitation of gene flow is essential for understanding the complete separation
    of species, and thus speciation. Here, we develop a mainland-island model of secondary
    contact between hybridizing species of an XY (or ZW) sexual system. We obtain
    theoretical predictions for the frequency of introgressed alleles, and the strength
    of the barrier to neutral gene flow for the two types of chromosomes carrying
    multiple interspecific barrier loci. Theoretical predictions are obtained for
    scenarios where introgressed alleles are rare. We show that the same analytical
    expressions apply for sex chromosomes and autosomes, but with different sex-averaged
    effective parameters. The specific features of sex chromosomes (hemizygosity and
    absence of recombination in the heterogametic sex) lead to reduced levels of introgression
    on the X (or Z) compared to autosomes. This effect can be enhanced by certain
    types of sex-biased forces, but it remains overall small (except when alleles
    causing incompatibilities are recessive). We discuss these predictions in the
    light of empirical data comprising model-based tests of introgression and cline
    surveys in various biological systems.
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "The computations were performed with the IST Austria High-Performance
  Computing (HPC) Cluster and the Institut Français de Bioinformatique (IFB) Core
  Cluster. We are grateful to Nick Barton and Beatriz Vicoso for critical comments
  on the model and the manuscript. We also thank Brian Charlesworth, Stuart Baird,
  and an anonymous reviewer for insightful comments.\r\nC.F. was supported by an Austrian
  Science Foundation FWF grant (Project M 2463-B29)."
article_number: iyaa025
article_processing_charge: No
article_type: original
author:
- first_name: Christelle
  full_name: Fraisse, Christelle
  id: 32DF5794-F248-11E8-B48F-1D18A9856A87
  last_name: Fraisse
  orcid: 0000-0001-8441-5075
- first_name: Himani
  full_name: Sachdeva, Himani
  id: 42377A0A-F248-11E8-B48F-1D18A9856A87
  last_name: Sachdeva
citation:
  ama: 'Fraisse C, Sachdeva H. The rates of introgression and barriers to genetic
    exchange between hybridizing species: Sex chromosomes vs autosomes. <i>Genetics</i>.
    2021;217(2). doi:<a href="https://doi.org/10.1093/genetics/iyaa025">10.1093/genetics/iyaa025</a>'
  apa: 'Fraisse, C., &#38; Sachdeva, H. (2021). The rates of introgression and barriers
    to genetic exchange between hybridizing species: Sex chromosomes vs autosomes.
    <i>Genetics</i>. Genetics Society of America. <a href="https://doi.org/10.1093/genetics/iyaa025">https://doi.org/10.1093/genetics/iyaa025</a>'
  chicago: 'Fraisse, Christelle, and Himani Sachdeva. “The Rates of Introgression
    and Barriers to Genetic Exchange between Hybridizing Species: Sex Chromosomes
    vs Autosomes.” <i>Genetics</i>. Genetics Society of America, 2021. <a href="https://doi.org/10.1093/genetics/iyaa025">https://doi.org/10.1093/genetics/iyaa025</a>.'
  ieee: 'C. Fraisse and H. Sachdeva, “The rates of introgression and barriers to genetic
    exchange between hybridizing species: Sex chromosomes vs autosomes,” <i>Genetics</i>,
    vol. 217, no. 2. Genetics Society of America, 2021.'
  ista: 'Fraisse C, Sachdeva H. 2021. The rates of introgression and barriers to genetic
    exchange between hybridizing species: Sex chromosomes vs autosomes. Genetics.
    217(2), iyaa025.'
  mla: 'Fraisse, Christelle, and Himani Sachdeva. “The Rates of Introgression and
    Barriers to Genetic Exchange between Hybridizing Species: Sex Chromosomes vs Autosomes.”
    <i>Genetics</i>, vol. 217, no. 2, iyaa025, Genetics Society of America, 2021,
    doi:<a href="https://doi.org/10.1093/genetics/iyaa025">10.1093/genetics/iyaa025</a>.'
  short: C. Fraisse, H. Sachdeva, Genetics 217 (2021).
corr_author: '1'
date_created: 2021-02-18T14:41:30Z
date_published: 2021-02-01T00:00:00Z
date_updated: 2026-07-28T12:39:03Z
day: '01'
ddc:
- '570'
department:
- _id: NiBa
doi: 10.1093/genetics/iyaa025
external_id:
  isi:
  - '000637218100005'
  pmid:
  - '33724409'
fulldoi: https://doi.org/10.1093/genetics/iyaa025
intvolume: '       217'
isi: 1
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1093/genetics/iyaa025
month: '02'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 2662AADE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: M02463
  name: Sex chromosomes and species barriers
publication: Genetics
publication_identifier:
  issn:
  - 1943-2631
publication_status: published
publisher: Genetics Society of America
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'The rates of introgression and barriers to genetic exchange between hybridizing
  species: Sex chromosomes vs autosomes'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 217
year: '2021'
...
---
OA_place: publisher
OA_type: free access
_id: '9793'
abstract:
- lang: eng
  text: Astrocytes extensively infiltrate the neuropil to regulate critical aspects
    of synaptic development and function. This process is regulated by transcellular
    interactions between astrocytes and neurons via cell adhesion molecules. How astrocytes
    coordinate developmental processes among one another to parse out the synaptic
    neuropil and form non-overlapping territories is unknown. Here we identify a molecular
    mechanism regulating astrocyte-astrocyte interactions during development to coordinate
    astrocyte morphogenesis and gap junction coupling. We show that hepaCAM, a disease-linked,
    astrocyte-enriched cell adhesion molecule, regulates astrocyte competition for
    territory and morphological complexity in the developing mouse cortex. Furthermore,
    conditional deletion of Hepacam from developing astrocytes significantly impairs
    gap junction coupling between astrocytes and disrupts the balance between synaptic
    excitation and inhibition. Mutations in HEPACAM cause megalencephalic leukoencephalopathy
    with subcortical cysts in humans. Therefore, our findings suggest that disruption
    of astrocyte self-organization mechanisms could be an underlying cause of neural
    pathology.
acknowledgement: This work was supported by the National Institutes of Health (R01
  DA047258 and R01 NS102237 to C.E., F32 NS100392 to K.T.B.) and the Holland-Trice
  Brain Research Award (to C.E.). K.T.B. was supported by postdoctoral fellowships
  from the Foerster-Bernstein Family and The Hartwell Foundation. The Hippenmeyer
  lab was supported by the European Research Council (ERC) under the European Union’s
  Horizon 2020 research and innovations program (725780 LinPro) to S.H. R.E. was supported
  by Ministerio de Ciencia y Tecnología (RTI2018-093493-B-I00). We thank the Duke
  Light Microscopy Core Facility, the Duke Transgenic Mouse Facility, Dr. U. Schulte
  for assistance with proteomic experiments, and Dr. D. Silver for critical review
  of the manuscript. Cartoon elements of figure panels were created using BioRender.com.
article_processing_charge: No
article_type: original
author:
- first_name: Katherine T.
  full_name: Baldwin, Katherine T.
  last_name: Baldwin
- first_name: Christabel X.
  full_name: Tan, Christabel X.
  last_name: Tan
- first_name: Samuel T.
  full_name: Strader, Samuel T.
  last_name: Strader
- first_name: Changyu
  full_name: Jiang, Changyu
  last_name: Jiang
- first_name: Justin T.
  full_name: Savage, Justin T.
  last_name: Savage
- first_name: Xabier
  full_name: Elorza-Vidal, Xabier
  last_name: Elorza-Vidal
- first_name: Ximena
  full_name: Contreras, Ximena
  id: 475990FE-F248-11E8-B48F-1D18A9856A87
  last_name: Contreras
- first_name: Thomas
  full_name: Rülicke, Thomas
  last_name: Rülicke
- first_name: Simon
  full_name: Hippenmeyer, Simon
  id: 37B36620-F248-11E8-B48F-1D18A9856A87
  last_name: Hippenmeyer
  orcid: 0000-0003-2279-1061
- first_name: Raúl
  full_name: Estévez, Raúl
  last_name: Estévez
- first_name: Ru-Rong
  full_name: Ji, Ru-Rong
  last_name: Ji
- first_name: Cagla
  full_name: Eroglu, Cagla
  last_name: Eroglu
citation:
  ama: Baldwin KT, Tan CX, Strader ST, et al. HepaCAM controls astrocyte self-organization
    and coupling. <i>Neuron</i>. 2021;109(15):2427-2442.e10. doi:<a href="https://doi.org/10.1016/j.neuron.2021.05.025">10.1016/j.neuron.2021.05.025</a>
  apa: Baldwin, K. T., Tan, C. X., Strader, S. T., Jiang, C., Savage, J. T., Elorza-Vidal,
    X., … Eroglu, C. (2021). HepaCAM controls astrocyte self-organization and coupling.
    <i>Neuron</i>. Elsevier. <a href="https://doi.org/10.1016/j.neuron.2021.05.025">https://doi.org/10.1016/j.neuron.2021.05.025</a>
  chicago: Baldwin, Katherine T., Christabel X. Tan, Samuel T. Strader, Changyu Jiang,
    Justin T. Savage, Xabier Elorza-Vidal, Ximena Contreras, et al. “HepaCAM Controls
    Astrocyte Self-Organization and Coupling.” <i>Neuron</i>. Elsevier, 2021. <a href="https://doi.org/10.1016/j.neuron.2021.05.025">https://doi.org/10.1016/j.neuron.2021.05.025</a>.
  ieee: K. T. Baldwin <i>et al.</i>, “HepaCAM controls astrocyte self-organization
    and coupling,” <i>Neuron</i>, vol. 109, no. 15. Elsevier, p. 2427–2442.e10, 2021.
  ista: Baldwin KT, Tan CX, Strader ST, Jiang C, Savage JT, Elorza-Vidal X, Contreras
    X, Rülicke T, Hippenmeyer S, Estévez R, Ji R-R, Eroglu C. 2021. HepaCAM controls
    astrocyte self-organization and coupling. Neuron. 109(15), 2427–2442.e10.
  mla: Baldwin, Katherine T., et al. “HepaCAM Controls Astrocyte Self-Organization
    and Coupling.” <i>Neuron</i>, vol. 109, no. 15, Elsevier, 2021, p. 2427–2442.e10,
    doi:<a href="https://doi.org/10.1016/j.neuron.2021.05.025">10.1016/j.neuron.2021.05.025</a>.
  short: K.T. Baldwin, C.X. Tan, S.T. Strader, C. Jiang, J.T. Savage, X. Elorza-Vidal,
    X. Contreras, T. Rülicke, S. Hippenmeyer, R. Estévez, R.-R. Ji, C. Eroglu, Neuron
    109 (2021) 2427–2442.e10.
date_created: 2021-08-06T09:08:25Z
date_published: 2021-08-04T00:00:00Z
date_updated: 2026-07-28T12:30:05Z
day: '04'
ddc:
- '570'
department:
- _id: SiHi
doi: 10.1016/j.neuron.2021.05.025
ec_funded: 1
external_id:
  isi:
  - '000692851900010'
  pmid:
  - '34171291'
fulldoi: https://doi.org/10.1016/j.neuron.2021.05.025
intvolume: '       109'
isi: 1
issue: '15'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.neuron.2021.05.025
month: '08'
oa: 1
oa_version: Published Version
page: 2427-2442.e10
pmid: 1
project:
- _id: 260018B0-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '725780'
  name: Principles of Neural Stem Cell Lineage Progression in Cerebral Cortex Development
publication: Neuron
publication_identifier:
  eissn:
  - 1097-4199
  issn:
  - 0896-6273
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: HepaCAM controls astrocyte self-organization and coupling
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 109
year: '2021'
...
---
OA_place: publisher
OA_type: free access
_id: '10363'
abstract:
- lang: eng
  text: Erythropoietin enhances oxygen delivery and reduces hypoxia-induced cell death,
    but its pro-thrombotic activity is problematic for use of erythropoietin in treating
    hypoxia. We constructed a fusion protein that stimulates red blood cell production
    and neuroprotection without triggering platelet production, a marker for thrombosis.
    The protein consists of an anti-glycophorin A nanobody and an erythropoietin mutant
    (L108A). The mutation reduces activation of erythropoietin receptor homodimers
    that induce erythropoiesis and thrombosis, but maintains the tissue-protective
    signaling. The binding of the nanobody element to glycophorin A rescues homodimeric
    erythropoietin receptor activation on red blood cell precursors. In a cell proliferation
    assay, the fusion protein is active at 10−14 M, allowing an estimate of the number
    of receptor–ligand complexes needed for signaling. This fusion protein stimulates
    erythroid cell proliferation in vitro and in mice, and shows neuroprotective activity
    in vitro. Our erythropoietin fusion protein presents a novel molecule for treating
    hypoxia.
acknowledgement: This work was supported by funds from the Wyss Institute for Biologically
  Inspired Engineering and the Boston Biomedical Innovation Center (Pilot Award 112475;
  Drive Award U54HL119145). J.L., K.M.K., D.R.B., J.C.W. and P.A.S. were supported
  by the Harvard Medical School Department of Systems Biology. J.C.W. was further
  supported by the Harvard Medical School Laboratory of Systems Pharmacology. A.V.,
  D.R.B. and P.A.S. were further supported by the Wyss Institute for Biologically
  Inspired Engineering. N.G.G. was sponsored by the Army Research Office under Grant
  Number W911NF-17-2-0092. The views and conclusions contained in this document are
  those of the authors and should not be interpreted as representing the official
  policies, either expressed or implied, of the Army Research Office or the U.S. Government.
  The U.S. Government is authorized to reproduce and distribute reprints for Government
  purposes notwithstanding any copyright notation herein. We sincerely thank Amanda
  Graveline and the Wyss Institute at Harvard for their scientific support.
article_number: gzab025
article_processing_charge: No
article_type: original
author:
- first_name: Jungmin
  full_name: Lee, Jungmin
  last_name: Lee
- first_name: Andyna
  full_name: Vernet, Andyna
  last_name: Vernet
- first_name: Nathalie
  full_name: Gruber, Nathalie
  id: 2C9C8316-AA17-11E9-B5C2-8BC2E5697425
  last_name: Gruber
- first_name: Kasia M.
  full_name: Kready, Kasia M.
  last_name: Kready
- first_name: Devin R.
  full_name: Burrill, Devin R.
  last_name: Burrill
- first_name: Jeffrey C.
  full_name: Way, Jeffrey C.
  last_name: Way
- first_name: Pamela A.
  full_name: Silver, Pamela A.
  last_name: Silver
citation:
  ama: Lee J, Vernet A, Gruber N, et al. Rational engineering of an erythropoietin
    fusion protein to treat hypoxia. <i>Protein Engineering, Design and Selection</i>.
    2021;34. doi:<a href="https://doi.org/10.1093/protein/gzab025">10.1093/protein/gzab025</a>
  apa: Lee, J., Vernet, A., Gruber, N., Kready, K. M., Burrill, D. R., Way, J. C.,
    &#38; Silver, P. A. (2021). Rational engineering of an erythropoietin fusion protein
    to treat hypoxia. <i>Protein Engineering, Design and Selection</i>. Oxford University
    Press. <a href="https://doi.org/10.1093/protein/gzab025">https://doi.org/10.1093/protein/gzab025</a>
  chicago: Lee, Jungmin, Andyna Vernet, Nathalie Gruber, Kasia M. Kready, Devin R.
    Burrill, Jeffrey C. Way, and Pamela A. Silver. “Rational Engineering of an Erythropoietin
    Fusion Protein to Treat Hypoxia.” <i>Protein Engineering, Design and Selection</i>.
    Oxford University Press, 2021. <a href="https://doi.org/10.1093/protein/gzab025">https://doi.org/10.1093/protein/gzab025</a>.
  ieee: J. Lee <i>et al.</i>, “Rational engineering of an erythropoietin fusion protein
    to treat hypoxia,” <i>Protein Engineering, Design and Selection</i>, vol. 34.
    Oxford University Press, 2021.
  ista: Lee J, Vernet A, Gruber N, Kready KM, Burrill DR, Way JC, Silver PA. 2021.
    Rational engineering of an erythropoietin fusion protein to treat hypoxia. Protein
    Engineering, Design and Selection. 34, gzab025.
  mla: Lee, Jungmin, et al. “Rational Engineering of an Erythropoietin Fusion Protein
    to Treat Hypoxia.” <i>Protein Engineering, Design and Selection</i>, vol. 34,
    gzab025, Oxford University Press, 2021, doi:<a href="https://doi.org/10.1093/protein/gzab025">10.1093/protein/gzab025</a>.
  short: J. Lee, A. Vernet, N. Gruber, K.M. Kready, D.R. Burrill, J.C. Way, P.A. Silver,
    Protein Engineering, Design and Selection 34 (2021).
date_created: 2021-11-28T23:01:28Z
date_published: 2021-11-01T00:00:00Z
date_updated: 2026-07-28T12:27:59Z
day: '01'
ddc:
- '570'
department:
- _id: CaGu
doi: 10.1093/protein/gzab025
external_id:
  isi:
  - '000746596900001'
  pmid:
  - '34725710'
fulldoi: https://doi.org/10.1093/protein/gzab025
intvolume: '        34'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1093/protein/gzab025
month: '11'
oa: 1
oa_version: Published Version
pmid: 1
publication: Protein Engineering, Design and Selection
publication_identifier:
  eissn:
  - 1741-0134
  issn:
  - 1741-0126
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: Rational engineering of an erythropoietin fusion protein to treat hypoxia
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 34
year: '2021'
...
---
OA_type: closed access
_id: '10809'
abstract:
- lang: eng
  text: Thermoelectric materials are engines that convert heat into an electrical
    current. Intuitively, the efficiency of this process depends on how many electrons
    (charge carriers) can move and how easily they do so, how much energy those moving
    electrons transport, and how easily the temperature gradient is maintained. In
    terms of material properties, an excellent thermoelectric material requires a
    high electrical conductivity σ, a high Seebeck coefficient S (a measure of the
    induced thermoelectric voltage as a function of temperature gradient), and a low
    thermal conductivity κ. The challenge is that these three properties are strongly
    interrelated in a conflicting manner (1). On page 722 of this issue, Roychowdhury
    et al. (2) have found a way to partially break these ties in silver antimony telluride
    (AgSbTe2) with the addition of cadmium (Cd) cations, which increase the ordering
    in this inherently disordered thermoelectric material.
article_processing_charge: No
article_type: letter_note
author:
- first_name: Yu
  full_name: Liu, Yu
  id: 2A70014E-F248-11E8-B48F-1D18A9856A87
  last_name: Liu
  orcid: 0000-0001-7313-6740
- first_name: Maria
  full_name: Ibáñez, Maria
  id: 43C61214-F248-11E8-B48F-1D18A9856A87
  last_name: Ibáñez
  orcid: 0000-0001-5013-2843
citation:
  ama: Liu Y, Ibáñez M. Tidying up the mess. <i>Science</i>. 2021;371(6530):678-679.
    doi:<a href="https://doi.org/10.1126/science.abg0886">10.1126/science.abg0886</a>
  apa: Liu, Y., &#38; Ibáñez, M. (2021). Tidying up the mess. <i>Science</i>. American
    Association for the Advancement of Science. <a href="https://doi.org/10.1126/science.abg0886">https://doi.org/10.1126/science.abg0886</a>
  chicago: Liu, Yu, and Maria Ibáñez. “Tidying up the Mess.” <i>Science</i>. American
    Association for the Advancement of Science, 2021. <a href="https://doi.org/10.1126/science.abg0886">https://doi.org/10.1126/science.abg0886</a>.
  ieee: Y. Liu and M. Ibáñez, “Tidying up the mess,” <i>Science</i>, vol. 371, no.
    6530. American Association for the Advancement of Science, pp. 678–679, 2021.
  ista: Liu Y, Ibáñez M. 2021. Tidying up the mess. Science. 371(6530), 678–679.
  mla: Liu, Yu, and Maria Ibáñez. “Tidying up the Mess.” <i>Science</i>, vol. 371,
    no. 6530, American Association for the Advancement of Science, 2021, pp. 678–79,
    doi:<a href="https://doi.org/10.1126/science.abg0886">10.1126/science.abg0886</a>.
  short: Y. Liu, M. Ibáñez, Science 371 (2021) 678–679.
corr_author: '1'
date_created: 2022-03-03T09:51:48Z
date_published: 2021-02-12T00:00:00Z
date_updated: 2026-07-28T12:16:17Z
day: '12'
department:
- _id: MaIb
doi: 10.1126/science.abg0886
external_id:
  isi:
  - '000617551600027'
  pmid:
  - '33574201'
fulldoi: https://doi.org/10.1126/science.abg0886
intvolume: '       371'
isi: 1
issue: '6530'
language:
- iso: eng
month: '02'
oa_version: None
page: 678-679
pmid: 1
publication: Science
publication_identifier:
  eissn:
  - 1095-9203
  issn:
  - 0036-8075
publication_status: published
publisher: American Association for the Advancement of Science
quality_controlled: '1'
scopus_import: '1'
status: public
title: Tidying up the mess
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 371
year: '2021'
...
---
_id: '8317'
abstract:
- lang: eng
  text: When can a polyomino piece of paper be folded into a unit cube? Prior work
    studied tree-like polyominoes, but polyominoes with holes remain an intriguing
    open problem. We present sufficient conditions for a polyomino with one or several
    holes to fold into a cube, and conditions under which cube folding is impossible.
    In particular, we show that all but five special “basic” holes guarantee foldability.
acknowledgement: This research was performed in part at the 33rd Bellairs Winter Workshop
  on Computational Geometry. We thank all other participants for a fruitful atmosphere.
  H. Akitaya was supported by NSF CCF-1422311 & 1423615. Z. Masárová was partially
  funded by Wittgenstein Prize, Austrian Science Fund (FWF), grant no. Z 342-N31.
article_number: '101700'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Oswin
  full_name: Aichholzer, Oswin
  last_name: Aichholzer
- first_name: Hugo A.
  full_name: Akitaya, Hugo A.
  last_name: Akitaya
- first_name: Kenneth C.
  full_name: Cheung, Kenneth C.
  last_name: Cheung
- first_name: Erik D.
  full_name: Demaine, Erik D.
  last_name: Demaine
- first_name: Martin L.
  full_name: Demaine, Martin L.
  last_name: Demaine
- first_name: Sándor P.
  full_name: Fekete, Sándor P.
  last_name: Fekete
- first_name: Linda
  full_name: Kleist, Linda
  last_name: Kleist
- first_name: Irina
  full_name: Kostitsyna, Irina
  last_name: Kostitsyna
- first_name: Maarten
  full_name: Löffler, Maarten
  last_name: Löffler
- first_name: Zuzana
  full_name: Masárová, Zuzana
  id: 45CFE238-F248-11E8-B48F-1D18A9856A87
  last_name: Masárová
  orcid: 0000-0002-6660-1322
- first_name: Klara
  full_name: Mundilova, Klara
  last_name: Mundilova
- first_name: Christiane
  full_name: Schmidt, Christiane
  last_name: Schmidt
citation:
  ama: 'Aichholzer O, Akitaya HA, Cheung KC, et al. Folding polyominoes with holes
    into a cube. <i>Computational Geometry: Theory and Applications</i>. 2021;93.
    doi:<a href="https://doi.org/10.1016/j.comgeo.2020.101700">10.1016/j.comgeo.2020.101700</a>'
  apa: 'Aichholzer, O., Akitaya, H. A., Cheung, K. C., Demaine, E. D., Demaine, M.
    L., Fekete, S. P., … Schmidt, C. (2021). Folding polyominoes with holes into a
    cube. <i>Computational Geometry: Theory and Applications</i>. Elsevier. <a href="https://doi.org/10.1016/j.comgeo.2020.101700">https://doi.org/10.1016/j.comgeo.2020.101700</a>'
  chicago: 'Aichholzer, Oswin, Hugo A. Akitaya, Kenneth C. Cheung, Erik D. Demaine,
    Martin L. Demaine, Sándor P. Fekete, Linda Kleist, et al. “Folding Polyominoes
    with Holes into a Cube.” <i>Computational Geometry: Theory and Applications</i>.
    Elsevier, 2021. <a href="https://doi.org/10.1016/j.comgeo.2020.101700">https://doi.org/10.1016/j.comgeo.2020.101700</a>.'
  ieee: 'O. Aichholzer <i>et al.</i>, “Folding polyominoes with holes into a cube,”
    <i>Computational Geometry: Theory and Applications</i>, vol. 93. Elsevier, 2021.'
  ista: 'Aichholzer O, Akitaya HA, Cheung KC, Demaine ED, Demaine ML, Fekete SP, Kleist
    L, Kostitsyna I, Löffler M, Masárová Z, Mundilova K, Schmidt C. 2021. Folding
    polyominoes with holes into a cube. Computational Geometry: Theory and Applications.
    93, 101700.'
  mla: 'Aichholzer, Oswin, et al. “Folding Polyominoes with Holes into a Cube.” <i>Computational
    Geometry: Theory and Applications</i>, vol. 93, 101700, Elsevier, 2021, doi:<a
    href="https://doi.org/10.1016/j.comgeo.2020.101700">10.1016/j.comgeo.2020.101700</a>.'
  short: 'O. Aichholzer, H.A. Akitaya, K.C. Cheung, E.D. Demaine, M.L. Demaine, S.P.
    Fekete, L. Kleist, I. Kostitsyna, M. Löffler, Z. Masárová, K. Mundilova, C. Schmidt,
    Computational Geometry: Theory and Applications 93 (2021).'
corr_author: '1'
date_created: 2020-08-30T22:01:09Z
date_published: 2021-02-01T00:00:00Z
date_updated: 2026-07-28T13:08:48Z
day: '01'
department:
- _id: HeEd
doi: 10.1016/j.comgeo.2020.101700
external_id:
  arxiv:
  - '1910.09917'
  isi:
  - '000579185100004'
fulldoi: https://doi.org/10.1016/j.comgeo.2020.101700
intvolume: '        93'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1910.09917v3
month: '02'
oa: 1
oa_version: Preprint
project:
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
publication: 'Computational Geometry: Theory and Applications'
publication_identifier:
  eissn:
  - 1879-081X
  issn:
  - 0925-7721
publication_status: published
publisher: Elsevier
quality_controlled: '1'
related_material:
  record:
  - id: '6989'
    relation: shorter_version
    status: public
scopus_import: '1'
status: public
title: Folding polyominoes with holes into a cube
type: journal_article
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 93
year: '2021'
...
---
OA_place: repository
OA_type: green
_id: '10912'
abstract:
- lang: eng
  text: Brain dynamics display collective phenomena as diverse as neuronal oscillations
    and avalanches. Oscillations are rhythmic, with fluctuations occurring at a characteristic
    scale, whereas avalanches are scale-free cascades of neural activity. Here we
    show that such antithetic features can coexist in a very generic class of adaptive
    neural networks. In the most simple yet fully microscopic model from this class
    we make direct contact with human brain resting-state activity recordings via
    tractable inference of the model's two essential parameters. The inferred model
    quantitatively captures the dynamics over a broad range of scales, from single
    sensor fluctuations, collective behaviors of nearly-synchronous extreme events
    on multiple sensors, to neuronal avalanches unfolding over multiple sensors across
    multiple time-bins. Importantly, the inferred parameters correlate with model-independent
    signatures of "closeness to criticality", suggesting that the coexistence of scale-specific
    (neural oscillations) and scale-free (neuronal avalanches) dynamics in brain activity
    occurs close to a non-equilibrium critical point at the onset of self-sustained
    oscillations.
acknowledgement: "FL acknowledges support from the European Union’s Horizon 2020 research
  and innovation program under the Marie Sklodowska-Curie Grant Agreement No. 754411.
  GT\r\nacknowledges the support of the Austrian Science Fund (FWF) under Stand-Alone
  Grant\r\nNo. P34015."
article_number: '2108.06686'
article_processing_charge: No
arxiv: 1
author:
- first_name: Fabrizio
  full_name: Lombardi, Fabrizio
  id: A057D288-3E88-11E9-986D-0CF4E5697425
  last_name: Lombardi
  orcid: 0000-0003-2623-5249
- first_name: Selver
  full_name: Pepic, Selver
  id: F93245C4-C3CA-11E9-B4F0-C6F4E5697425
  last_name: Pepic
- first_name: Oren
  full_name: Shriki, Oren
  last_name: Shriki
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
- first_name: Daniele
  full_name: De Martino, Daniele
  last_name: De Martino
citation:
  ama: Lombardi F, Pepic S, Shriki O, Tkačik G, De Martino D. Quantifying the coexistence
    of neuronal oscillations and avalanches. doi:<a href="https://doi.org/10.48550/ARXIV.2108.06686">10.48550/ARXIV.2108.06686</a>
  apa: Lombardi, F., Pepic, S., Shriki, O., Tkačik, G., &#38; De Martino, D. (n.d.).
    Quantifying the coexistence of neuronal oscillations and avalanches. arXiv. <a
    href="https://doi.org/10.48550/ARXIV.2108.06686">https://doi.org/10.48550/ARXIV.2108.06686</a>
  chicago: Lombardi, Fabrizio, Selver Pepic, Oren Shriki, Gašper Tkačik, and Daniele
    De Martino. “Quantifying the Coexistence of Neuronal Oscillations and Avalanches.”
    arXiv, n.d. <a href="https://doi.org/10.48550/ARXIV.2108.06686">https://doi.org/10.48550/ARXIV.2108.06686</a>.
  ieee: F. Lombardi, S. Pepic, O. Shriki, G. Tkačik, and D. De Martino, “Quantifying
    the coexistence of neuronal oscillations and avalanches.” arXiv.
  ista: Lombardi F, Pepic S, Shriki O, Tkačik G, De Martino D. Quantifying the coexistence
    of neuronal oscillations and avalanches. 2108.06686.
  mla: Lombardi, Fabrizio, et al. <i>Quantifying the Coexistence of Neuronal Oscillations
    and Avalanches</i>. 2108.06686, arXiv, doi:<a href="https://doi.org/10.48550/ARXIV.2108.06686">10.48550/ARXIV.2108.06686</a>.
  short: F. Lombardi, S. Pepic, O. Shriki, G. Tkačik, D. De Martino, (n.d.).
date_created: 2022-03-21T11:41:28Z
date_published: 2021-08-17T00:00:00Z
date_updated: 2026-07-29T06:53:41Z
day: '17'
ddc:
- '570'
department:
- _id: GaTk
doi: 10.48550/ARXIV.2108.06686
ec_funded: 1
external_id:
  arxiv:
  - '2108.06686'
fulldoi: https://doi.org/10.48550/ARXIV.2108.06686
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2108.06686
month: '08'
oa: 1
oa_version: Preprint
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 626c45b5-2b32-11ec-9570-e509828c1ba6
  grant_number: P34015
  name: Efficient coding with biophysical realism
publication_status: submitted
publisher: arXiv
related_material:
  record:
  - id: '12762'
    relation: later_version
    status: public
status: public
title: Quantifying the coexistence of neuronal oscillations and avalanches
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '10080'
abstract:
- lang: eng
  text: Hippocampal and neocortical neural activity is modulated by the position of
    the individual in space. While hippocampal neurons provide the basis for a spatial
    map, prefrontal cortical neurons generalize over environmental features. Whether
    these generalized representations result from a bidirectional interaction with,
    or are mainly derived from hippocampal spatial representations is not known. By
    examining simultaneously recorded hippocampal and medial prefrontal neurons, we
    observed that prefrontal spatial representations show a delayed coherence with
    hippocampal ones. We also identified subpopulations of cells in the hippocampus
    and medial prefrontal cortex that formed functional cross-area couplings; these
    resembled the optimal connections predicted by a probabilistic model of spatial
    information transfer and generalization. Moreover, cross-area couplings were strongest
    and had the shortest delay preceding spatial decision-making. Our results suggest
    that generalized spatial coding in the medial prefrontal cortex is inherited from
    spatial representations in the hippocampus, and that the routing of information
    can change dynamically with behavioral demands.
acknowledgement: We thank Federico Stella for invaluable suggestions and discussions.
  We thank Yosman BapatDhar and Andrea Cumpelik for comments, help and suggestions
  on the exposure of the text. We thank Predrag Živadinović and Juliana Couras for
  comments on the text and the figures. This work was supported by the EU-FP7 MC-ITN
  IN-SENS (grant 607616).
article_processing_charge: No
author:
- first_name: Michele
  full_name: Nardin, Michele
  id: 30BD0376-F248-11E8-B48F-1D18A9856A87
  last_name: Nardin
  orcid: 0000-0001-8849-6570
- first_name: Karola
  full_name: Käfer, Karola
  id: 2DAA49AA-F248-11E8-B48F-1D18A9856A87
  last_name: Käfer
- first_name: Jozsef L
  full_name: Csicsvari, Jozsef L
  id: 3FA14672-F248-11E8-B48F-1D18A9856A87
  last_name: Csicsvari
  orcid: 0000-0002-5193-4036
biorxivid: 1
citation:
  ama: Nardin M, Käfer K, Csicsvari JL. The generalized spatial representation in
    the prefrontal cortex is inherited from the hippocampus. <i>bioRxiv</i>. doi:<a
    href="https://doi.org/10.1101/2021.09.30.462269">10.1101/2021.09.30.462269</a>
  apa: Nardin, M., Käfer, K., &#38; Csicsvari, J. L. (n.d.). The generalized spatial
    representation in the prefrontal cortex is inherited from the hippocampus. <i>bioRxiv</i>.
    <a href="https://doi.org/10.1101/2021.09.30.462269">https://doi.org/10.1101/2021.09.30.462269</a>
  chicago: Nardin, Michele, Karola Käfer, and Jozsef L Csicsvari. “The Generalized
    Spatial Representation in the Prefrontal Cortex Is Inherited from the Hippocampus.”
    <i>BioRxiv</i>, n.d. <a href="https://doi.org/10.1101/2021.09.30.462269">https://doi.org/10.1101/2021.09.30.462269</a>.
  ieee: M. Nardin, K. Käfer, and J. L. Csicsvari, “The generalized spatial representation
    in the prefrontal cortex is inherited from the hippocampus,” <i>bioRxiv</i>. .
  ista: Nardin M, Käfer K, Csicsvari JL. The generalized spatial representation in
    the prefrontal cortex is inherited from the hippocampus. bioRxiv, <a href="https://doi.org/10.1101/2021.09.30.462269">10.1101/2021.09.30.462269</a>.
  mla: Nardin, Michele, et al. “The Generalized Spatial Representation in the Prefrontal
    Cortex Is Inherited from the Hippocampus.” <i>BioRxiv</i>, doi:<a href="https://doi.org/10.1101/2021.09.30.462269">10.1101/2021.09.30.462269</a>.
  short: M. Nardin, K. Käfer, J.L. Csicsvari, BioRxiv (n.d.).
das_tickbox: '1'
date_created: 2021-10-04T06:28:32Z
date_published: 2021-10-02T00:00:00Z
date_updated: 2026-07-29T06:33:53Z
day: '02'
department:
- _id: GradSch
- _id: JoCs
doi: 10.1101/2021.09.30.462269
ec_funded: 1
external_id:
  biorxivid:
  - 10.1101/2021.09.30.462269
fulldoi: https://doi.org/10.1101/2021.09.30.462269
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1101/2021.09.30.462269
month: '10'
oa: 1
oa_version: Preprint
project:
- _id: 257BBB4C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '607616'
  name: inter-and intracellular signalling in schizophrenia
publication: bioRxiv
publication_status: submitted
status: public
title: The generalized spatial representation in the prefrontal cortex is inherited
  from the hippocampus
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2021'
...
---
_id: '9905'
abstract:
- lang: eng
  text: Vaccines are thought to be the best available solution for controlling the
    ongoing SARS-CoV-2 pandemic. However, the emergence of vaccine-resistant strains
    may come too rapidly for current vaccine developments to alleviate the health,
    economic and social consequences of the pandemic. To quantify and characterize
    the risk of such a scenario, we created a SIR-derived model with initial stochastic
    dynamics of the vaccine-resistant strain to study the probability of its emergence
    and establishment. Using parameters realistically resembling SARS-CoV-2 transmission,
    we model a wave-like pattern of the pandemic and consider the impact of the rate
    of vaccination and the strength of non-pharmaceutical intervention measures on
    the probability of emergence of a resistant strain. As expected, we found that
    a fast rate of vaccination decreases the probability of emergence of a resistant
    strain. Counterintuitively, when a relaxation of non-pharmaceutical interventions
    happened at a time when most individuals of the population have already been vaccinated
    the probability of emergence of a resistant strain was greatly increased. Consequently,
    we show that a period of transmission reduction close to the end of the vaccination
    campaign can substantially reduce the probability of resistant strain establishment.
    Our results suggest that policymakers and individuals should consider maintaining
    non-pharmaceutical interventions and transmission-reducing behaviours throughout
    the entire vaccination period.
acknowledgement: We thank Alexey Kondrashov, Nick Machnik, Raimundo Julian Saona Urmeneta,
  Gasper Tkacik and Nick Barton for fruitful discussions. We also thank participants
  of EvoLunch seminar at IST Austria and the internal seminar at the Banco de España
  for useful comments. The opinions expressed in this document are exclusively of
  the authors and, therefore, do not necessarily coincide with those of the Banco
  de España or the Eurosystem. ETD is supported by the Swiss National Science and
  Louis Jeantet Foundation. The work of FAK was in part supported by the ERC Consolidator
  Grant (771209-CharFL).
article_number: '15729'
article_processing_charge: Yes
article_type: original
author:
- first_name: Simon
  full_name: Rella, Simon
  id: B4765ACA-AA38-11E9-AC9A-0930E6697425
  last_name: Rella
- first_name: Yuliya A.
  full_name: Kulikova, Yuliya A.
  last_name: Kulikova
- first_name: Emmanouil T.
  full_name: Dermitzakis, Emmanouil T.
  last_name: Dermitzakis
- first_name: Fyodor
  full_name: Kondrashov, Fyodor
  id: 44FDEF62-F248-11E8-B48F-1D18A9856A87
  last_name: Kondrashov
  orcid: 0000-0001-8243-4694
citation:
  ama: Rella S, Kulikova YA, Dermitzakis ET, Kondrashov F. Rates of SARS-CoV-2 transmission
    and vaccination impact the fate of vaccine-resistant strains. <i>Scientific Reports</i>.
    2021;11(1). doi:<a href="https://doi.org/10.1038/s41598-021-95025-3">10.1038/s41598-021-95025-3</a>
  apa: Rella, S., Kulikova, Y. A., Dermitzakis, E. T., &#38; Kondrashov, F. (2021).
    Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant
    strains. <i>Scientific Reports</i>. Springer Nature. <a href="https://doi.org/10.1038/s41598-021-95025-3">https://doi.org/10.1038/s41598-021-95025-3</a>
  chicago: Rella, Simon, Yuliya A. Kulikova, Emmanouil T. Dermitzakis, and Fyodor
    Kondrashov. “Rates of SARS-CoV-2 Transmission and Vaccination Impact the Fate
    of Vaccine-Resistant Strains.” <i>Scientific Reports</i>. Springer Nature, 2021.
    <a href="https://doi.org/10.1038/s41598-021-95025-3">https://doi.org/10.1038/s41598-021-95025-3</a>.
  ieee: S. Rella, Y. A. Kulikova, E. T. Dermitzakis, and F. Kondrashov, “Rates of
    SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains,”
    <i>Scientific Reports</i>, vol. 11, no. 1. Springer Nature, 2021.
  ista: Rella S, Kulikova YA, Dermitzakis ET, Kondrashov F. 2021. Rates of SARS-CoV-2
    transmission and vaccination impact the fate of vaccine-resistant strains. Scientific
    Reports. 11(1), 15729.
  mla: Rella, Simon, et al. “Rates of SARS-CoV-2 Transmission and Vaccination Impact
    the Fate of Vaccine-Resistant Strains.” <i>Scientific Reports</i>, vol. 11, no.
    1, 15729, Springer Nature, 2021, doi:<a href="https://doi.org/10.1038/s41598-021-95025-3">10.1038/s41598-021-95025-3</a>.
  short: S. Rella, Y.A. Kulikova, E.T. Dermitzakis, F. Kondrashov, Scientific Reports
    11 (2021).
date_created: 2021-08-15T22:01:26Z
date_published: 2021-07-30T00:00:00Z
date_updated: 2026-07-29T12:57:49Z
day: '30'
ddc:
- '570'
- '610'
department:
- _id: FyKo
doi: 10.1038/s41598-021-95025-3
ec_funded: 1
external_id:
  isi:
  - '000683329100001'
  pmid:
  - '34330988'
file:
- access_level: open_access
  checksum: ac86892ed17e6724c7251844da5cef5c
  content_type: application/pdf
  creator: asandaue
  date_created: 2021-08-16T11:36:49Z
  date_updated: 2021-08-16T11:36:49Z
  file_id: '9927'
  file_name: 2021_ScientificReports_Rella.pdf
  file_size: 3432001
  relation: main_file
  success: 1
file_date_updated: 2021-08-16T11:36:49Z
fulldoi: https://doi.org/10.1038/s41598-021-95025-3
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 26580278-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '771209'
  name: Characterizing the fitness landscape on population and global scales
publication: Scientific Reports
publication_identifier:
  eissn:
  - 2045-2322
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - description: News on IST Website
    relation: press_release
    url: https://ist.ac.at/en/news/counterintuitive-dynamics-threaten-the-end-of-the-pandemic/
  record:
  - id: '20811'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant
  strains
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: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 11
year: '2021'
...
---
OA_place: publisher
_id: '9418'
abstract:
- lang: eng
  text: "Deep learning is best known for its empirical success across a wide range
    of applications\r\nspanning computer vision, natural language processing and speech.
    Of equal significance,\r\nthough perhaps less known, are its ramifications for
    learning theory: deep networks have\r\nbeen observed to perform surprisingly well
    in the high-capacity regime, aka the overfitting\r\nor underspecified regime.
    Classically, this regime on the far right of the bias-variance curve\r\nis associated
    with poor generalisation; however, recent experiments with deep networks\r\nchallenge
    this view.\r\n\r\nThis thesis is devoted to investigating various aspects of underspecification
    in deep learning.\r\nFirst, we argue that deep learning models are underspecified
    on two levels: a) any given\r\ntraining dataset can be fit by many different functions,
    and b) any given function can be\r\nexpressed by many different parameter configurations.
    We refer to the second kind of\r\nunderspecification as parameterisation redundancy
    and we precisely characterise its extent.\r\nSecond, we characterise the implicit
    criteria (the inductive bias) that guide learning in the\r\nunderspecified regime.
    Specifically, we consider a nonlinear but tractable classification\r\nsetting,
    and show that given the choice, neural networks learn classifiers with a large
    margin.\r\nThird, we consider learning scenarios where the inductive bias is not
    by itself sufficient to\r\ndeal with underspecification. We then study different
    ways of ‘tightening the specification’: i)\r\nIn the setting of representation
    learning with variational autoencoders, we propose a hand-\r\ncrafted regulariser
    based on mutual information. ii) In the setting of binary classification, we\r\nconsider
    soft-label (real-valued) supervision. We derive a generalisation bound for linear\r\nnetworks
    supervised in this way and verify that soft labels facilitate fast learning. Finally,
    we\r\nexplore an application of soft-label supervision to the training of multi-exit
    models."
acknowledged_ssus:
- _id: ScienComp
- _id: CampIT
- _id: E-Lib
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Phuong
  full_name: Bui Thi Mai, Phuong
  id: 3EC6EE64-F248-11E8-B48F-1D18A9856A87
  last_name: Bui Thi Mai
citation:
  ama: Phuong M. Underspecification in deep learning. 2021. doi:<a href="https://doi.org/10.15479/AT:ISTA:9418">10.15479/AT:ISTA:9418</a>
  apa: Phuong, M. (2021). <i>Underspecification in deep learning</i>. Institute of
    Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:9418">https://doi.org/10.15479/AT:ISTA:9418</a>
  chicago: Phuong, Mary. “Underspecification in Deep Learning.” Institute of Science
    and Technology Austria, 2021. <a href="https://doi.org/10.15479/AT:ISTA:9418">https://doi.org/10.15479/AT:ISTA:9418</a>.
  ieee: M. Phuong, “Underspecification in deep learning,” Institute of Science and
    Technology Austria, 2021.
  ista: Phuong M. 2021. Underspecification in deep learning. Institute of Science
    and Technology Austria.
  mla: Phuong, Mary. <i>Underspecification in Deep Learning</i>. Institute of Science
    and Technology Austria, 2021, doi:<a href="https://doi.org/10.15479/AT:ISTA:9418">10.15479/AT:ISTA:9418</a>.
  short: M. Phuong, Underspecification in Deep Learning, Institute of Science and
    Technology Austria, 2021.
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