Batiste Le Bars
Publications
Publications
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Metric space valued Fréchet regression2026 |
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Generalization under Byzantine & Poisoning Attacks: Tight Stability Bounds in Robust Distributed Learning2025 |
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Adaptive collaboration for online personalized distributed learning with heterogeneous clients2025 |
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Marginal and training-conditional guarantees in one-shot federated conformal prediction2024 |
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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⟩ |
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On Volume Minimization in Conformal RegressionInternational Conference on Machine Learning (ICML), Jul 2025, Vancouver, Canada |
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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 |
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One-Shot Federated Conformal PredictionICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu (Hawai), United States |
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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 |
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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 |
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Learning Laplacian Matrix from Graph Signals with Sparse Spectral RepresentationJournal of Machine Learning Research, 2021 |
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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⟩ |