Imad Aouali
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
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
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