Scholar
Alain Durmus
Google Scholar ID: nqLKv6EAAAAJ
Ecole polytechnique
Machine learning
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Citations
4,853
H-index
34
i10-index
72
Publications
20
Co-authors
19
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Publications
30 items
Tightening the Score Matching Gap for Diffusion Models
2026
Cited
0
Benign Overfitting Does Not Occur in Diffusion Models
2026
Cited
0
Diffusion Flow Matching: Dimension-Improved KL Bounds and Wasserstein Guarantees
2026
Cited
0
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation
2026
Cited
0
Characterizing the Generalization Error of Random Feature Regression with Arbitrary Data-Augmentation
2026
Cited
0
Discrete Flow Matching: Convergence Guarantees Under Minimal Assumptions
2026
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0
Test-then-Punish: A Statistical Approach to Repeated Games
2026
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0
Entropic Mirror Monte Carlo
2026
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Resume (English only)
Co-authors
19 total
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Marcelo Pereyra
Heriot Watt University, School of Mathematical and Computer Sciences
Valentin De Bortoli
Google DeepMind, London
Umut Simsekli
INRIA - École Normale Supérieure
Sergey Samsonov
HSE university, Moscow
Arnaud Guillin
Professeur de Mathématiques, Université Clermont-Auvergne
Alexey Naumov
Professor, HSE University
Co-author 8
