Rémi Leluc

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Stochastic Gradient Descent

Importance Sampling

Top Venues

J. Mach. Learn. Res.

Publications

Mahmoud Hegazy, Rémi Leluc, Cheuk Ting Li, Aymeric Dieuleveut
Compression with Exact Error Distribution for Federated Learning. AISTATS (2024)
Rémi Leluc, Aymeric Dieuleveut, François Portier, Johan Segers, Aigerim Zhuman
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates. CoRR (2024)
Mahmoud Hegazy, Rémi Leluc, Cheuk Ting Li, Aymeric Dieuleveut
Compression with Exact Error Distribution for Federated Learning. CoRR (2023)
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence. CoRR (2023)
Rémi Leluc, François Portier
Asymptotic Analysis of Conditioned Stochastic Gradient Descent. Trans. Mach. Learn. Res. 2023 (2023)
Rémi Leluc, Elie Kadoche, Antoine Bertoncello, Sébastien Gourvénec
MARLIM: Multi-Agent Reinforcement Learning for Inventory Management. CoRR (2023)
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling. CoRR (2022)
Rémi Leluc, François Portier
SGD with Coordinate Sampling: Theory and Practice. J. Mach. Learn. Res. 23 (2022)
Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier
Membership Inference Attacks via Adversarial Examples. CoRR (2022)
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling. NeurIPS (2022)
Hamid Jalalzai, Rémi Leluc
Feature Clustering for Support Identification in Extreme Regions. ICML (2021)
Rémi Leluc, François Portier, Johan Segers
Control variate selection for Monte Carlo integration. Stat. Comput. 31 (4) (2021)
Rémi Leluc, François Portier
SGD with Coordinate Sampling: Theory and Practice. CoRR (2021)
Hamid Jalalzai, Rémi Leluc
Informative Clusters for Multivariate Extremes. CoRR (2020)
Rémi Leluc, François Portier
Towards Asymptotic Optimality with Conditioned Stochastic Gradient Descent. CoRR (2020)