El Mehdi Saad
About me
I am an Assistant Professor at the Laboratoire des Signaux et Systèmes at CentraleSupélec. Before this role, I was a post-doctoral researcher at Inrae Montpellier,
working on the ASCAI project led by Nicolas Vezelen and
Alexandra Carpentier. I completed my PhD in 2022 at the Laboratoire de Mathématiques d'Orsay of Paris-Saclay University,
under the supervision of Gilles Blanchard and Sylvain Arlot.
My interests are predominantly centered around the domains of Online Learning and Bandit Theory.
Research
My research interests include
Online Learning
Bandit Theory
Active Learning
Publications
Covariance Adaptive Best Arm Identification
El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen
Neurips 2023 arxiv
Active Ranking of Experts Based on their Performances in Many Tasks
El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier
ICML 2023 (oral presentation) proc
Constant regret for sequence prediction with limited advice
El Mehdi Saad, Gilles Blanchard
ALT 2023 proc
Fast rates for prediction with limited expert advice
El Mehdi Saad, Gilles Blanchard
NeurIPS 2021 proc
Online orthogonal matching pursuit
El Mehdi Saad, Gilles Blanchard, Sylvain Arlot
Preprint arxiv
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