Batiste Le Bars

11
Documents

Publications

Publications

Image document

TAMIS: Tailored Membership Inference Attacks on Synthetic Data

Paul Andrey , Batiste Le Bars , Marc Tommasi
ECML PKDD 2025 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2025, Porto (Portugal), Portugal. pp.203-220, ⟨10.1007/978-3-032-06096-9_12⟩
Communication dans un congrès hal-05360487 v1
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Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Batiste Le Bars , Aurélien Bellet , Marc Tommasi , Kevin Scaman , Giovanni Neglia
ICML 2024 - The Forty-first International Conference on Machine Learning, Jul 2024, Vienne, Austria
Communication dans un congrès hal-04611418 v1
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One-Shot Federated Conformal Prediction

Pierre Humbert , Batiste Le Bars , Aurélien Bellet , Sylvain Arlot
ICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu (Hawai), United States
Communication dans un congrès hal-03981605 v2
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Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data

Batiste Le Bars , Aurélien Bellet , Marc Tommasi , Erick Lavoie , Anne-Marie Kermarrec
Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), 2023, Valencia, Spain, Spain
Communication dans un congrès hal-03905091 v2
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Robust Kernel Density Estimation with Median-of-Means principle

Pierre Humbert , Batiste Le Bars , Ludovic Minvielle
ICML 2022 - The 39th International Conference on Machine Learning (ICML), Jul 2022, Baltimore, United States
Communication dans un congrès hal-02882092 v1