Reda Alami

6 papers · 2019–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

🏆 Grand Slam

Venues

ICML (2) AAAI (1) ACML (1) ICLR (1) NeurIPS (1)

Top co-authors

Raphaël Féraud (2) Hakim Hacid (2) Alexey Naumov (1) Michal Barcis (1) Paul Mangold (1) Romain Laroche (1) Odalric Maillard (1) Sergey Samsonov (1) Enrico Natalizio (1) Ahmed Alzubaidi (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Artificial Intelligence (3) Mathematics & Optimization (2) Reinforcement Learning (2) Applications (2) Core AI (2) Optimization (2) Bayesian & Probabilistic (1) Learning Types (1) Methods (1)

Keywords

bayesian inference (2) multi-armed bandit (2) change point detection (2) temporal difference learning (1) online learning (1) path planning (1) regret minimization (1) label noise (1) best arm identification (1) collision avoidance (1) random matrix theory (1) regret bound (1) phase transition (1) synthetic data (1) binary classifier (1) control variate (1) non-stationary environment (1) data pruning (1) client drift (1) linear speedup (1)

Papers

Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory ICLR 2025 SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning NeurIPS 2024 SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning AAAI 2023 Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments ACML 2022 Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay ICML 2020 Decentralized Exploration in Multi-Armed Bandits ICML 2019