Batiste Le Bars

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Laplacian Matrix

Density Estimation

Heterogeneous Data

Top Venues

Publications

Kevin Scaman, Mathieu Even, Batiste Le Bars, Laurent Massoulié
Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles. AISTATS (2024)
Pierre Humbert, Batiste Le Bars, Aurélien Bellet, Sylvain Arlot
One-Shot Federated Conformal Prediction. ICML (2023)
Batiste Le Bars, Aurélien Bellet, Marc Tommasi, Erick Lavoie, Anne-Marie Kermarrec
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data. AISTATS (2023)
Batiste Le Bars, Aurélien Bellet, Marc Tommasi
Improved Stability and Generalization Analysis of the Decentralized SGD Algorithm. CoRR (2023)
Pierre Humbert, Batiste Le Bars, Ludovic Minvielle
Robust Kernel Density Estimation with Median-of-Means principle. ICML (2022)
Pierre Humbert, Batiste Le Bars, Laurent Oudre, Argyris Kalogeratos, Nicolas Vayatis
Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation. J. Mach. Learn. Res. 22 (2021)
Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis
Learning the piece-wise constant graph structure of a varying Ising model. ICML (2020)
Batiste Le Bars, Pierre Humbert, Laurent Oudre, Argyris Kalogeratos
Learning Laplacian Matrix from Bandlimited Graph Signals. ICASSP (2019)
Batiste Le Bars, Argyris Kalogeratos
A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks. INFOCOM (2019)
Batiste Le Bars, Argyris Kalogeratos
A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks. CoRR (2019)
Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis
Detecting multiple change-points in the time-varying Ising model. CoRR (2019)