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Rémi Leluc
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2020 – today
- 2024
- [c4]Mahmoud Hegazy, Rémi Leluc, Cheuk Ting Li, Aymeric Dieuleveut:
Compression with Exact Error Distribution for Federated Learning. AISTATS 2024: 613-621 - [c3]Rémi Leluc, Aymeric Dieuleveut, François Portier, Johan Segers, Aigerim Zhuman:
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates. ICML 2024 - [i9]Rémi Leluc, Aymeric Dieuleveut, François Portier, Johan Segers, Aigerim Zhuman:
Sliced-Wasserstein Estimation with Spherical Harmonics as Control Variates. CoRR abs/2402.01493 (2024) - 2023
- [j3]Rémi Leluc, François Portier:
Asymptotic Analysis of Conditioned Stochastic Gradient Descent. Trans. Mach. Learn. Res. 2023 (2023) - [i8]Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman:
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence. CoRR abs/2305.06151 (2023) - [i7]Rémi Leluc, Elie Kadoche, Antoine Bertoncello, Sébastien Gourvénec:
MARLIM: Multi-Agent Reinforcement Learning for Inventory Management. CoRR abs/2308.01649 (2023) - [i6]Mahmoud Hegazy, Rémi Leluc, Cheuk Ting Li, Aymeric Dieuleveut:
Compression with Exact Error Distribution for Federated Learning. CoRR abs/2310.20682 (2023) - 2022
- [j2]Rémi Leluc
, François Portier:
SGD with Coordinate Sampling: Theory and Practice. J. Mach. Learn. Res. 23: 342:1-342:47 (2022) - [c2]Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman:
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling. NeurIPS 2022 - [i5]Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman:
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling. CoRR abs/2205.11890 (2022) - [i4]Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier:
Membership Inference Attacks via Adversarial Examples. CoRR abs/2207.13572 (2022) - 2021
- [j1]Rémi Leluc
Control variate selection for Monte Carlo integration. Stat. Comput. 31(4): 50 (2021) - [c1]Hamid Jalalzai, Rémi Leluc:
Feature Clustering for Support Identification in Extreme Regions. ICML 2021: 4733-4743 - [i3]Rémi Leluc, François Portier:
SGD with Coordinate Sampling: Theory and Practice. CoRR abs/2105.11818 (2021) - 2020
- [i2]Rémi Leluc, François Portier:
Towards Asymptotic Optimality with Conditioned Stochastic Gradient Descent. CoRR abs/2006.02745 (2020) - [i1]Hamid Jalalzai, Rémi Leluc:
Informative Clusters for Multivariate Extremes. CoRR abs/2008.07365 (2020)
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