Benjamin Dupuis
Scholar

Benjamin Dupuis

Google Scholar ID: r99oWgkAAAAJ
PhD student, INRIA - ENS Paris
Machine learningprobability theory
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Citations & Impact
All-time
Citations
66
 
H-index
5
 
i10-index
2
 
Publications
10
 
Co-authors
8
list available
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No contact links provided.
Publications
9 items
Tightening the Score Matching Gap for Diffusion Models
2026
Cited
0
Benign Overfitting Does Not Occur in Diffusion Models
2026
Cited
0
Variational Inference for Lévy Process-Driven SDEs via Neural Tilting
2026
Cited
0
R'enyi Differential Privacy for Heavy-Tailed SDEs via Fractional Poincar'e Inequalities
2025
Cited
0
Mutual Information Free Topological Generalization Bounds via Stability
2025
Cited
0
Algorithm- and Data-Dependent Generalization Bounds for Score-Based Generative Models
2025
Cited
0
Understanding the Generalization Error of Markov algorithms through Poissonization
2025
Cited
0
Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
8 total
Umut Simsekli
Umut Simsekli
INRIA - École Normale Supérieure
George (Yorgos) Deligiannidis
George (Yorgos) Deligiannidis
Professor of Statistics, University of Oxford
Tolga Birdal
Tolga Birdal
Imperial College London
Paul Viallard
Paul Viallard
Researcher, LACODAM Team, INRIA Rennes, IRISA
Arthur Jacot
Arthur Jacot
Assistant Professor, Courant Institute of Mathematical Sciences, NYU
Rik Sarkar
Rik Sarkar
Reader (Associate Professor), University of Edinburgh
Rayna Andreeva
Rayna Andreeva
University of Edinburgh
Maxime Haddouche
Maxime Haddouche
Inria