Luc Rey-Bellet

Orcid: 0000-0003-1166-8957

According to our database1, Luc Rey-Bellet authored at least 26 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Combining Wasserstein-1 and Wasserstein-2 proximals: robust manifold learning via well-posed generative flows.
CoRR, 2024

Nonlinear denoising score matching for enhanced learning of structured distributions.
CoRR, 2024

Learning heavy-tailed distributions with Wasserstein-proximal-regularized α-divergences.
CoRR, 2024

2023
Statistical Guarantees of Group-Invariant GANs.
CoRR, 2023

Sample Complexity of Probability Divergences under Group Symmetry.
Proceedings of the International Conference on Machine Learning, 2023

Function-space regularized Rényi divergences.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Model Uncertainty and Correctability for Directed Graphical Models.
SIAM/ASA J. Uncertain. Quantification, 2022

(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.
J. Mach. Learn. Res., 2022

Lipschitz regularized gradient flows and latent generative particles.
CoRR, 2022

Structure-preserving GANs.
Proceedings of the International Conference on Machine Learning, 2022

2021
Variational Representations and Neural Network Estimation of Rényi Divergences.
SIAM J. Math. Data Sci., 2021

Positive feedback in coordination games: Stochastic evolutionary dynamics and the logit choice rule.
Games Econ. Behav., 2021

2020
How Biased Is Your Model? Concentration Inequalities, Information and Model Bias.
IEEE Trans. Inf. Theory, 2020

Uncertainty Quantification for Markov Processes via Variational Principles and Functional Inequalities.
SIAM/ASA J. Uncertain. Quantification, 2020

Strategic decompositions of normal form games: Zero-sum games and potential games.
Games Econ. Behav., 2020

(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.
CoRR, 2020

A Variational Formula for Rényi Divergences.
CoRR, 2020

2019
Robustness of Dynamical Quantities of Interest via Goal-Oriented Information Theory.
CoRR, 2019

2017
Scalable information inequalities for uncertainty quantification.
J. Comput. Phys., 2017

Information criteria for quantifying loss of reversibility in parallelized KMC.
J. Comput. Phys., 2017

2016
Information Metrics For Long-Time Errors in Splitting Schemes For Stochastic Dynamics and Parallel Kinetic Monte Carlo.
SIAM J. Sci. Comput., 2016

Simple Characterizations of Potential Games and Zero-sum Games.
CoRR, 2016

2014
Coarse-graining schemes for stochastic lattice systems with short and long-range interactions.
Math. Comput., 2014

2011
Decompositions of two player games: potential, zero-sum, and stable games
CoRR, 2011

2008
Multibody Interactions in Coarse-Graining Schemes for Extended Systems.
SIAM J. Sci. Comput., 2008

Numerical and Statistical Methods for the Coarse-Graining of Many-Particle Stochastic Systems.
J. Sci. Comput., 2008


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