El Mehdi Saad

14 papers A* 6B 1Journal 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Sampling Complexity of Condorcet Winner Identification in Dueling Bandits.
CoRR
El Mehdi Saad, Victor Thuot, Nicolas Verzelen
2025 A* conf
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning.
ICML
Arto Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona
2025 J jnl
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning.
CoRR
Artavazd Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona
2025 A* conf
New Lower Bounds for Non-Convex Stochastic Optimization through Divergence Decomposition.
COLT
El Mehdi Saad, Wei-Cheng Lee, Francesco Orabona
2025 J jnl
New Lower Bounds for Stochastic Non-Convex Optimization through Divergence Composition.
CoRR
El Mehdi Saad, Weicheng Lee, Francesco Orabona
2024 A* conf
On Weak Regret Analysis for Dueling Bandits.
NeurIPS
El Mehdi Saad, Alexandra Carpentier, Tomás Kocák, Nicolas Verzelen
2023 A* conf
Active Ranking of Experts Based on their Performances in Many Tasks.
ICML
El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier
2023 J jnl
Active Ranking of Experts Based on their Performances in Many Tasks.
CoRR
El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier
2023 B conf
Constant regret for sequence prediction with limited advice.
ALT
El Mehdi Saad, Gilles Blanchard
2023 J jnl
Covariance Adaptive Best Arm Identification.
CoRR
El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen
2023 A* conf
Covariance-adaptive best arm identification.
NeurIPS
El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen
2022 — —
Contributions to Frugal Learning. (Quelques contributions à l'apprentissage frugal).
El Mehdi Saad
2021 A* conf
Fast rates for prediction with limited expert advice.
NeurIPS
El Mehdi Saad, Gilles Blanchard
2020 J jnl
Online Orthogonal Matching Pursuit.
CoRR
El Mehdi Saad, Gilles Blanchard, Sylvain Arlot