Rémi Leluc

16 papers A* 3A 1Journal 12
YearRankTypeTitle / Venue / Authors
2024 A conf
Compression with Exact Error Distribution for Federated Learning.
AISTATS
Mahmoud Hegazy, Rémi Leluc, Cheuk Ting Li, Aymeric Dieuleveut
2024 A* conf
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates.
ICML
Rémi Leluc, Aymeric Dieuleveut, François Portier, Johan Segers, Aigerim Zhuman
2024 J jnl
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates.
CoRR
Rémi Leluc, Aymeric Dieuleveut, François Portier, Johan Segers, Aigerim Zhuman
2023 J jnl
Asymptotic Analysis of Conditioned Stochastic Gradient Descent.
Trans. Mach. Learn. Res.
Rémi Leluc, François Portier
2023 J jnl
Compression with Exact Error Distribution for Federated Learning.
CoRR
Mahmoud Hegazy, Rémi Leluc, Cheuk Ting Li, Aymeric Dieuleveut
2023 J jnl
MARLIM: Multi-Agent Reinforcement Learning for Inventory Management.
CoRR
Rémi Leluc, Elie Kadoche, Antoine Bertoncello, Sébastien Gourvénec
2023 J jnl
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence.
CoRR
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
2022 A* conf
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling.
NeurIPS
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
2022 J jnl
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling.
CoRR
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
2022 J jnl
Membership Inference Attacks via Adversarial Examples.
CoRR
Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier
2022 J jnl
SGD with Coordinate Sampling: Theory and Practice.
J. Mach. Learn. Res.
Rémi Leluc, François Portier
2021 J jnl
Control variate selection for Monte Carlo integration.
Stat. Comput.
Rémi Leluc, François Portier, Johan Segers
2021 A* conf
Feature Clustering for Support Identification in Extreme Regions.
ICML
Hamid Jalalzai, Rémi Leluc
2021 J jnl
SGD with Coordinate Sampling: Theory and Practice.
CoRR
Rémi Leluc, François Portier
2020 J jnl
Informative Clusters for Multivariate Extremes.
CoRR
Hamid Jalalzai, Rémi Leluc
2020 J jnl
Towards Asymptotic Optimality with Conditioned Stochastic Gradient Descent.
CoRR
Rémi Leluc, François Portier