El Mehdi Saad

According to our database, El Mehdi Saad authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

New Lower Bounds for Stochastic Non-Convex Optimization through Divergence Composition.

El Mehdi Saad, Weicheng Lee, Francesco Orabona

CoRR, February, 2025

ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning.

Artavazd Maranjyan, El Mehdi Saad, Peter Richtárik, Francesco Orabona

CoRR, February, 2025

New Lower Bounds for Non-Convex Stochastic Optimization through Divergence Decomposition.

El Mehdi Saad, Wei-Cheng Lee, Francesco Orabona

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

2024

On Weak Regret Analysis for Dueling Bandits.

El Mehdi Saad, Alexandra Carpentier, Tomás Kocák, Nicolas Verzelen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Covariance-adaptive best arm identification.

El Mehdi Saad, Gilles Blanchard, Nicolas Verzelen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Active Ranking of Experts Based on their Performances in Many Tasks.

El Mehdi Saad, Nicolas Verzelen, Alexandra Carpentier

Proceedings of the International Conference on Machine Learning, 2023

Constant regret for sequence prediction with limited advice.

El Mehdi Saad, Gilles Blanchard

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Contributions to Frugal Learning. (Quelques contributions à l'apprentissage frugal).

El Mehdi Saad

PhD thesis, 2022

2021

Fast rates for prediction with limited expert advice.

El Mehdi Saad, Gilles Blanchard

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Online Orthogonal Matching Pursuit.

El Mehdi Saad, Gilles Blanchard, Sylvain Arlot

CoRR, 2020