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Batiste Le Bars
Batiste Le Bars
Postdoctoral researcher, Inria Paris - Argo team
Adresse e-mail validée de inria.fr - Page d'accueil
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Refined convergence and topology learning for decentralized sgd with heterogeneous data
B Le Bars, A Bellet, M Tommasi, E Lavoie, AM Kermarrec
International Conference on Artificial Intelligence and Statistics, 1672-1702, 2023
38*2023
Learning Laplacian matrix from bandlimited graph signals
B Le Bars, P Humbert, L Oudre, A Kalogeratos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
292019
A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks
B Le Bars, A Kalogeratos
IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, 2019
222019
Learning Laplacian matrix from graph signals with sparse spectral representation
P Humbert, B Le Bars, L Oudre, A Kalogeratos, N Vayatis
Journal of Machine Learning Research 22 (195), 1-47, 2021
182021
Robust Kernel Density Estimation with Median-of-Means principle
P Humbert, B Le Bars, L Minvielle
ICML 2022 - International Conference on Machine Learning, 2022
172022
One-Shot Federated Conformal Prediction
P Humbert, B Le Bars, A Bellet, S Arlot
ICML 2023 - International Conference on Machine Learning, 2023
82023
Learning the piece-wise constant graph structure of a varying Ising model
B Le Bars, P Humbert, A Kalogeratos, N Vayatis
ICML 2020 - International Conference on Machine Learning, 2020
82020
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
BL Bars, A Bellet, M Tommasi, K Scaman, G Neglia
arXiv preprint arXiv:2306.02939, 2023
3*2023
Minimax excess risk of first-order methods for statistical learning with data-dependent oracles
K Scaman, M Even, B Le Bars, L Massoulié
International Conference on Artificial Intelligence and Statistics, 3709-3717, 2024
22024
Marginal and training-conditional guarantees in one-shot federated conformal prediction
P Humbert, B Le Bars, A Bellet, S Arlot
arXiv preprint arXiv:2405.12567, 2024
2024
Détection d'événements et inférence de structure pour des vecteurs sur graphes
B Le Bars
Université Paris-Saclay, 2021
2021
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