Alami, Reda

11 publications

ICLR 2025 Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory Aymane El Firdoussi, Mohamed El Amine Seddik, Soufiane Hayou, Reda Alami, Ahmed Alzubaidi, Hakim Hacid

ICLRW 2025 Synthetic Data Pruning in High Dimensions: A Random Matrix Perspective Aymane El Firdoussi, Mohamed El Amine Seddik, Soufiane Hayou, Reda Alami, Ahmed Alzubaidi, Hakim Hacid

NeurIPS 2024 SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning Paul Mangold, Sergey Samsonov, Safwan Labbi, Ilya Levin, Reda Alami, Alexey Naumov, Eric Moulines

TMLR 2023 One-Step Distributional Reinforcement Learning Mastane Achab, Reda Alami, Yasser Abdelaziz Dahou Djilali, Kirill Fedyanin, Eric Moulines

CoLLAs 2023 Restarted Bayesian Online Change-Point Detection for Non-Stationary Markov Decision Processes Reda Alami, Mohammed Mahfoud, Eric Moulines

AAAI 2023 SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning Réda Alami, Hakim Hacid, Lorenzo Bellone, Michal Barcis, Enrico Natalizio

ACML 2022 Bayesian Change-Point Detection for Bandit Feedback in Non-Stationary Environments Reda Alami

NeurIPSW 2022 Distributional Deep Q-Learning with CVaR Regression Mastane Achab, Reda Alami, Yasser Abdelaziz Dahou Djilali, Kirill Fedyanin, Eric Moulines, Maxim Panov

NeurIPSW 2022 Non-Stationary Causal Bandits Reda Alami

ICML 2020 Restarted Bayesian Online Change-Point Detector Achieves Optimal Detection Delay Reda Alami, Odalric Maillard, Raphael Feraud

ICML 2019 Decentralized Exploration in Multi-Armed Bandits Raphael Feraud, Reda Alami, Romain Laroche