Otmane Sakhi

1. PAC-Bayesian Offline Contextual Bandits With Guarantees
   2022/10/24 by Otmane Sakhi, Pierre Alquier, Sakhi, Otmane +3 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
2. Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
   2024/05/23 by Otmane Sakhi, Sakhi, Otmane, Imad Aouali +5 · 7 citations
   Decision Sciences · Engineering · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
3. Improving Offline Contextual Bandits with Distributional Robustness
   2020/11/13 by Otmane Sakhi, Sakhi, Otmane, Louis Faury +3 · 1 citation
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Risk and Portfolio Optimization #Smart Grid Energy Management
4. Fast Slate Policy Optimization: Going Beyond Plackett-Luce
   2023/08/03 by Otmane Sakhi, Sakhi, Otmane, David Rohde +3 · 1 citation
   Decision Sciences · Computer Science · #Data Quality and Management #Machine Learning and Algorithms #Machine Learning and Data Classification