Imad Aouali

6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (6) 🗺️ Taxonomy Completionist (14)

Conferences

AISTATS (3) ICML (1) NIPS (1) UAI (1)

Top co-authors

Victor-Emmanuel Brunel (3) Anna Korba (3) David Rohde (3) Pierre Alquier (1) Otmane Sakhi (1) Nicolas Nguyen (1) Nicolas Chopin (1) Claire Vernade (1) András György (1) Sumeet Katariya (1)

Keywords

contextual bandit (2) online learning (1) policy learning (1) importance sampling (1) importance weighting (1) off-policy learning (1) policy selection (1) bayesian optimization (1) thompson sampling (1) pac-bayes bound (1) pessimistic optimization (1) pessimistic estimation (1) concentration bound (1) bandit learning (1) bayes regret (1) mixed-effect model (1) shared effect parameter (1) off-policy evaluation (1) inverse propensity scoring (1)

Papers

Bayesian Off-Policy Evaluation and Learning for Large Action Spaces AISTATS 2025

Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits AISTATS 2025

Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NIPS 2024

Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling UAI 2024

Mixed-Effect Thompson Sampling AISTATS 2023

Exponential Smoothing for Off-Policy Learning ICML 2023