Saad, El Mehdi

7 publications

ICML 2025 ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning Arto Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona

COLT 2025 New Lower Bounds for Non-Convex Stochastic Optimization Through Divergence Decomposition El Mehdi Saad, Wei-Cheng Lee, Francesco Orabona

NeurIPS 2024 On Weak Regret Analysis for Dueling Bandits El Mehdi Saad, Alexandra Carpentier, Tomáš Kocák, Nicolas Verzelen

ICML 2023 Active Ranking of Experts Based on Their Performances in Many Tasks El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier

ALT 2023 Constant Regret for Sequence Prediction with Limited Advice El Mehdi Saad, Gilles Blanchard

NeurIPS 2023 Covariance-Adaptive Best Arm Identification El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen

NeurIPS 2021 Fast Rates for Prediction with Limited Expert Advice El Mehdi Saad, Gilles Blanchard