Moulin, Antoine

7 publications

NeurIPS 2025 Demystifying Spectral Feature Learning for Instrumental Variable Regression Dimitri Meunier, Antoine Moulin, Jakub Wornbard, Vladimir R Kostic, Arthur Gretton

NeurIPS 2025 Inverse Q-Learning Done Right: Offline Imitation Learning in $Q^\pi$-Realizable MDPs Antoine Moulin, Gergely Neu, Luca Viano

COLT 2025 Optimistically Optimistic Exploration for Provably Efficient Infinite-Horizon Reinforcement and Imitation Learning Antoine Moulin, Gergely Neu, Luca Viano

AISTATS 2025 Spectral Representation for Causal Estimation with Hidden Confounders Haotian Sun, Antoine Moulin, Tongzheng Ren, Arthur Gretton, Bo Dai

NeurIPS 2025 When Lower-Order Terms Dominate: Adaptive Expert Algorithms for Heavy-Tailed Losses Antoine Moulin, Emmanuel Esposito, Dirk van der Hoeven

NeurIPSW 2024 Spectral Representation for Causal Estimation with Hidden Confounders Tongzheng Ren, Haotian Sun, Antoine Moulin, Arthur Gretton, Bo Dai

ICML 2023 Optimistic Planning by Regularized Dynamic Programming Antoine Moulin, Gergely Neu