@article{DBLP:journals/corr/abs-2405-13962,
author = {Ziyu Chen and
Hyemin Gu and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Wei Zhu},
title = {Learning heavy-tailed distributions with Wasserstein-proximal-regularized
{\(\alpha\)}-divergences},
journal = {CoRR},
volume = {abs/2405.13962},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13962},
doi = {10.48550/ARXIV.2405.13962},
eprinttype = {arXiv},
eprint = {2405.13962},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15625,
author = {Jeremiah Birrell and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Benjamin J. Zhang and
Wei Zhu},
title = {Nonlinear denoising score matching for enhanced learning of structured
distributions},
journal = {CoRR},
volume = {abs/2405.15625},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15625},
doi = {10.48550/ARXIV.2405.15625},
eprinttype = {arXiv},
eprint = {2405.15625},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11901,
author = {Hyemin Gu and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Benjamin J. Zhang},
title = {Combining Wasserstein-1 and Wasserstein-2 proximals: robust manifold
learning via well-posed generative flows},
journal = {CoRR},
volume = {abs/2407.11901},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11901},
doi = {10.48550/ARXIV.2407.11901},
eprinttype = {arXiv},
eprint = {2407.11901},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BirrellPDRK23,
author = {Jeremiah Birrell and
Yannis Pantazis and
Paul Dupuis and
Luc Rey{-}Bellet and
Markos A. Katsoulakis},
title = {Function-space regularized R{\'{e}}nyi divergences},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=89GT-S49mGd},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BirrellPDRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenKRZ23,
author = {Ziyu Chen and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Wei Zhu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Sample Complexity of Probability Divergences under Group Symmetry},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4713--4734},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23p.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenKRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13517,
author = {Ziyu Chen and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Wei Zhu},
title = {Statistical Guarantees of Group-Invariant GANs},
journal = {CoRR},
volume = {abs/2305.13517},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13517},
doi = {10.48550/ARXIV.2305.13517},
eprinttype = {arXiv},
eprint = {2305.13517},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BirrellDKPR22,
author = {Jeremiah Birrell and
Paul Dupuis and
Markos A. Katsoulakis and
Yannis Pantazis and
Luc Rey{-}Bellet},
title = {(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral
Probability Metrics},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {39:1--39:70},
year = {2022},
url = {https://jmlr.org/papers/v23/21-0100.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BirrellDKPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BirmpaFKR22,
author = {Panagiota Birmpa and
Jinchao Feng and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Model Uncertainty and Correctability for Directed Graphical Models},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1461--1512},
year = {2022},
url = {https://doi.org/10.1137/21m1434453},
doi = {10.1137/21M1434453},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/BirmpaFKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BirrellKRZ22,
author = {Jeremiah Birrell and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Wei Zhu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Structure-preserving GANs},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {1982--2020},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/birrell22a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BirrellKRZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01129,
author = {Jeremiah Birrell and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Wei Zhu},
title = {Structure-preserving GANs},
journal = {CoRR},
volume = {abs/2202.01129},
year = {2022},
url = {https://arxiv.org/abs/2202.01129},
eprinttype = {arXiv},
eprint = {2202.01129},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04974,
author = {Jeremiah Birrell and
Yannis Pantazis and
Paul Dupuis and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Function-space regularized R{\'{e}}nyi divergences},
journal = {CoRR},
volume = {abs/2210.04974},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04974},
doi = {10.48550/ARXIV.2210.04974},
eprinttype = {arXiv},
eprint = {2210.04974},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-17230,
author = {Hyemin Gu and
Panagiota Birmpa and
Yannis Pantazis and
Luc Rey{-}Bellet and
Markos A. Katsoulakis},
title = {Lipschitz regularized gradient flows and latent generative particles},
journal = {CoRR},
volume = {abs/2210.17230},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.17230},
doi = {10.48550/ARXIV.2210.17230},
eprinttype = {arXiv},
eprint = {2210.17230},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-17230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geb/HwangR21,
author = {Sung{-}Ha Hwang and
Luc Rey{-}Bellet},
title = {Positive feedback in coordination games: Stochastic evolutionary dynamics
and the logit choice rule},
journal = {Games Econ. Behav.},
volume = {126},
pages = {355--373},
year = {2021},
url = {https://doi.org/10.1016/j.geb.2021.01.003},
doi = {10.1016/J.GEB.2021.01.003},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/geb/HwangR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BirrellDKRW21,
author = {Jeremiah Birrell and
Paul Dupuis and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Jie Wang},
title = {Variational Representations and Neural Network Estimation of R{\'{e}}nyi
Divergences},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {4},
pages = {1093--1116},
year = {2021},
url = {https://doi.org/10.1137/20M1368926},
doi = {10.1137/20M1368926},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/BirrellDKRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08179,
author = {Panagiota Birmpa and
Jinchao Feng and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Model Uncertainty and Correctability for Directed Graphical Models},
journal = {CoRR},
volume = {abs/2107.08179},
year = {2021},
url = {https://arxiv.org/abs/2107.08179},
eprinttype = {arXiv},
eprint = {2107.08179},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geb/HwangR20,
author = {Sung{-}Ha Hwang and
Luc Rey{-}Bellet},
title = {Strategic decompositions of normal form games: Zero-sum games and
potential games},
journal = {Games Econ. Behav.},
volume = {122},
pages = {370--390},
year = {2020},
url = {https://doi.org/10.1016/j.geb.2020.05.003},
doi = {10.1016/J.GEB.2020.05.003},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geb/HwangR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BirrellR20,
author = {Jeremiah Birrell and
Luc Rey{-}Bellet},
title = {Uncertainty Quantification for Markov Processes via Variational Principles
and Functional Inequalities},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {8},
number = {2},
pages = {539--572},
year = {2020},
url = {https://doi.org/10.1137/19M1237429},
doi = {10.1137/19M1237429},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BirrellR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GourgouliasKRW20,
author = {Konstantinos Gourgoulias and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Jie Wang},
title = {How Biased Is Your Model? Concentration Inequalities, Information
and Model Bias},
journal = {{IEEE} Trans. Inf. Theory},
volume = {66},
number = {5},
pages = {3079--3097},
year = {2020},
url = {https://doi.org/10.1109/TIT.2020.2977067},
doi = {10.1109/TIT.2020.2977067},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/GourgouliasKRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03814,
author = {Jeremiah Birrell and
Paul Dupuis and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Jie Wang},
title = {A Variational Formula for R{\'{e}}nyi Divergences},
journal = {CoRR},
volume = {abs/2007.03814},
year = {2020},
url = {https://arxiv.org/abs/2007.03814},
eprinttype = {arXiv},
eprint = {2007.03814},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05953,
author = {Jeremiah Birrell and
Paul Dupuis and
Markos A. Katsoulakis and
Yannis Pantazis and
Luc Rey{-}Bellet},
title = {(f, {\(\Gamma\)})-Divergences: Interpolating between f-Divergences
and Integral Probability Metrics},
journal = {CoRR},
volume = {abs/2011.05953},
year = {2020},
url = {https://arxiv.org/abs/2011.05953},
eprinttype = {arXiv},
eprint = {2011.05953},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09282,
author = {Jeremiah Birrell and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Robustness of Dynamical Quantities of Interest via Goal-Oriented Information
Theory},
journal = {CoRR},
volume = {abs/1906.09282},
year = {2019},
url = {http://arxiv.org/abs/1906.09282},
eprinttype = {arXiv},
eprint = {1906.09282},
timestamp = {Fri, 28 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/GourgouliasKR17,
author = {Konstantinos Gourgoulias and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Information criteria for quantifying loss of reversibility in parallelized
{KMC}},
journal = {J. Comput. Phys.},
volume = {328},
pages = {438--454},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2016.10.031},
doi = {10.1016/J.JCP.2016.10.031},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/GourgouliasKR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/KatsoulakisRW17,
author = {Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Jie Wang},
title = {Scalable information inequalities for uncertainty quantification},
journal = {J. Comput. Phys.},
volume = {336},
pages = {513--545},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2017.02.020},
doi = {10.1016/J.JCP.2017.02.020},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/KatsoulakisRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HwangR17,
author = {Sung{-}Ha Hwang and
Luc Rey{-}Bellet},
title = {Positive feedback in coordination games: stochastic evolutionary dynamics
and the logit choice rule},
journal = {CoRR},
volume = {abs/1701.04870},
year = {2017},
url = {http://arxiv.org/abs/1701.04870},
eprinttype = {arXiv},
eprint = {1701.04870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HwangR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GourgouliasKRW17,
author = {Konstantinos Gourgoulias and
Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Jie Wang},
title = {How biased is your model? Concentration Inequalities, Information
and Model Bias},
journal = {CoRR},
volume = {abs/1706.10260},
year = {2017},
url = {http://arxiv.org/abs/1706.10260},
eprinttype = {arXiv},
eprint = {1706.10260},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GourgouliasKRW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/GourgouliasKR16,
author = {Konstantinos Gourgoulias and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Information Metrics For Long-Time Errors in Splitting Schemes For
Stochastic Dynamics and Parallel Kinetic Monte Carlo},
journal = {{SIAM} J. Sci. Comput.},
volume = {38},
number = {6},
year = {2016},
url = {https://doi.org/10.1137/15M1047271},
doi = {10.1137/15M1047271},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/GourgouliasKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HwangR16,
author = {Sung{-}Ha Hwang and
Luc Rey{-}Bellet},
title = {Simple Characterizations of Potential Games and Zero-sum Games},
journal = {CoRR},
volume = {abs/1602.04410},
year = {2016},
url = {http://arxiv.org/abs/1602.04410},
eprinttype = {arXiv},
eprint = {1602.04410},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HwangR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HwangR16a,
author = {Sung{-}Ha Hwang and
Luc Rey{-}Bellet},
title = {Strategic Decompositions of Normal Form Games: Zero-sum Games and
Potential Games},
journal = {CoRR},
volume = {abs/1602.06648},
year = {2016},
url = {http://arxiv.org/abs/1602.06648},
eprinttype = {arXiv},
eprint = {1602.06648},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HwangR16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GourgouliasKR16,
author = {Konstantinos Gourgoulias and
Markos A. Katsoulakis and
Luc Rey{-}Bellet},
title = {Information Criteria for quantifying loss of reversibility in parallelized
{KMC}},
journal = {CoRR},
volume = {abs/1605.02375},
year = {2016},
url = {http://arxiv.org/abs/1605.02375},
eprinttype = {arXiv},
eprint = {1605.02375},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GourgouliasKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KatsoulakisRW16,
author = {Markos A. Katsoulakis and
Luc Rey{-}Bellet and
Jie Wang},
title = {Scalable Information Inequalities for Uncertainty Quantification},
journal = {CoRR},
volume = {abs/1605.04184},
year = {2016},
url = {http://arxiv.org/abs/1605.04184},
eprinttype = {arXiv},
eprint = {1605.04184},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KatsoulakisRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/moc/KatsoulakisPRT14,
author = {Markos A. Katsoulakis and
Petr Plech{\'{a}}c and
Luc Rey{-}Bellet and
Dimitrios K. Tsagkarogiannis},
title = {Coarse-graining schemes for stochastic lattice systems with short
and long-range interactions},
journal = {Math. Comput.},
volume = {83},
number = {288},
pages = {1757--1793},
year = {2014},
url = {https://doi.org/10.1090/S0025-5718-2014-02806-8},
doi = {10.1090/S0025-5718-2014-02806-8},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/moc/KatsoulakisPRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-3552,
author = {Sung{-}Ha Hwang and
Luc Rey{-}Bellet},
title = {Decompositions of two player games: potential, zero-sum, and stable
games},
journal = {CoRR},
volume = {abs/1106.3552},
year = {2011},
url = {http://arxiv.org/abs/1106.3552},
eprinttype = {arXiv},
eprint = {1106.3552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-3552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/KatsoulakisPR08,
author = {Markos A. Katsoulakis and
Petr Plech{\'{a}}c and
Luc Rey{-}Bellet},
title = {Numerical and Statistical Methods for the Coarse-Graining of Many-Particle
Stochastic Systems},
journal = {J. Sci. Comput.},
volume = {37},
number = {1},
pages = {43--71},
year = {2008},
url = {https://doi.org/10.1007/s10915-008-9216-6},
doi = {10.1007/S10915-008-9216-6},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jscic/KatsoulakisPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/AreKPR08,
author = {Sasanka Are and
Markos A. Katsoulakis and
Petr Plech{\'{a}}c and
Luc Rey{-}Bellet},
title = {Multibody Interactions in Coarse-Graining Schemes for Extended Systems},
journal = {{SIAM} J. Sci. Comput.},
volume = {31},
number = {2},
pages = {987--1015},
year = {2008},
url = {https://doi.org/10.1137/080713276},
doi = {10.1137/080713276},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/AreKPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
