Batiste Le Bars
11
Documents
Publications
Publications
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Generalization under Byzantine & Poisoning Attacks: Tight Stability Bounds in Robust Distributed Learning2025
Pré-publication, Document de travail
hal-05245060
v1
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On Volume Minimization in Conformal Regression2025
Pré-publication, Document de travail
hal-04945088
v1
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Adaptive collaboration for online personalized distributed learning with heterogeneous clients2025
Pré-publication, Document de travail
hal-05175097
v1
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Marginal and training-conditional guarantees in one-shot federated conformal prediction2024
Pré-publication, Document de travail
hal-04579882
v1
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TAMIS: Tailored Membership Inference Attacks on Synthetic DataECML 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 AlgorithmICML 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 PredictionICML 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 DataProceedings 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 principleICML 2022 - The 39th International Conference on Machine Learning (ICML), Jul 2022, Baltimore, United States
Communication dans un congrès
hal-02882092
v1
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Learning Laplacian Matrix from Graph Signals with Sparse Spectral RepresentationJournal of Machine Learning Research, 2021
Article dans une revue
hal-03671262
v1
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Détection d'événements et inférence de structure pour des vecteurs sur graphesStatistics [math.ST]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASM003⟩
Thèse
tel-03202003
v2
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