Godichon-Baggioni, Antoine

7 publications

NeurIPS 2025 Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal Transport Ferdinand Genans, Antoine Godichon-Baggioni, François-Xavier Vialard, Olivier Wintenberger

TMLR 2025 Non Asymptotic Analysis of Adaptive Stochastic Gradient Algorithms and Applications Antoine Godichon-Baggioni, Pierre Tarrago

JMLR 2025 On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations Antoine Godichon-Baggioni, Nicklas Werge

NeurIPS 2025 Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate Ferdinand Genans, Antoine Godichon-Baggioni, François-Xavier Vialard, Olivier Wintenberger

AISTATS 2025 Theoretical Convergence Guarantees for Variational Autoencoders Sobihan Surendran, Antoine Godichon-Baggioni, Sylvain Le Corff

NeurIPS 2024 Non-Asymptotic Analysis of Biased Adaptive Stochastic Approximation Sobihan Surendran, Adeline Fermanian, Antoine Godichon-Baggioni, Sylvain Le Corff

TMLR 2023 Learning from Time-Dependent Streaming Data with Online Stochastic Algorithms Antoine Godichon-Baggioni, Nicklas Werge, Olivier Wintenberger