Luc Rey-Bellet
Scholar

Luc Rey-Bellet

Google Scholar ID: GElhocQAAAAJ
University of Massachusetts Amherst
Statistical MechanicsProbabilityUncertainty QuantificationMachine Learning
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Citations & Impact
All-time
Citations
1,170
 
H-index
20
 
i10-index
25
 
Publications
20
 
Co-authors
34
list available
Contact
Emailluc@cns.umass.eduCVOpen ↗GitHubOpen ↗
Publications
5 items
Fine-Tuning Generative Models for Extreme Events via CVaR-Penalized Wasserstein Gradient Flows
2026
Cited
0
Proximal optimal transport divergences
2025
Cited
0
Nonlinear denoising score matching for enhanced learning of structured distributions
arXiv.org · 2024
Cited
1
Robust Generative Learning with Lipschitz-Regularized $alpha$-Divergences Allows Minimal Assumptions on Target Distributions
2024
Cited
1
Statistical Guarantees of Group-Invariant GANs
arXiv.org · 2023
Cited
1
Resume
Research Experience
  • 1998–1999: Postdoctoral Researcher, Rutgers University
  • 1999–2002: Whyburn Instructor, University of Virginia
  • 2002–2008: Assistant Professor, UMass Amherst
  • 2008–2013: Associate Professor, UMass Amherst
  • Since 2013: Professor, UMass Amherst
Co-authors
7 total
Markos A. Katsoulakis
Markos A. Katsoulakis
University of Massachusetts, Amherst
Jeremiah Birrell
Jeremiah Birrell
Assistant Professor, Texas State University
Yannis Pantazis
Yannis Pantazis
Institute of Applied and Computational Mathematics, FORTH
Paul Dupuis
Paul Dupuis
Division of Applied Mathematics
Konstantinos Spiliopoulos
Konstantinos Spiliopoulos
Boston University
Wei Zhu
Wei Zhu
Assistant Professor, School of Mathematics, Georgia Institute of Technology
Martin Hairer
Martin Hairer
Professor of Mathematics, EPFL and Imperial College London