Aouali, Imad

8 publications

AISTATS 2025 Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali, Victor-Emmanuel Brunel, David Rohde, Anna Korba

NeurIPS 2025 Diffusion Models Meet Contextual Bandits Imad Aouali

AISTATS 2025 Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits Nicolas Nguyen, Imad Aouali, András György, Claire Vernade

NeurIPS 2024 Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning Otmane Sakhi, Imad Aouali, Pierre Alquier, Nicolas Chopin

UAI 2024 Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling Imad Aouali, Victor-Emmanuel Brunel, David Rohde, Anna Korba

ICML 2023 Exponential Smoothing for Off-Policy Learning Imad Aouali, Victor-Emmanuel Brunel, David Rohde, Anna Korba

NeurIPSW 2023 Linear Diffusion Models Meet Contextual Bandits with Large Action Spaces Imad Aouali

AISTATS 2023 Mixed-Effect Thompson Sampling Imad Aouali, Branislav Kveton, Sumeet Katariya