Humbert, Pierre

7 publications

ICML 2025 On Volume Minimization in Conformal Regression Batiste Le Bars, Pierre Humbert

NeurIPS 2025 Transductive Conformal Inference for Full Ranking Jean-Baptiste Fermanian, Pierre Humbert, Gilles Blanchard

TMLR 2024 Learning Network Granger Causality Using Graph Prior Knowledge Lucas Zoroddu, Pierre Humbert, Laurent Oudre

ICML 2023 One-Shot Federated Conformal Prediction Pierre Humbert, Batiste Le Bars, Aurélien Bellet, Sylvain Arlot

ICML 2022 Robust Kernel Density Estimation with Median-of-Means Principle Pierre Humbert, Batiste Le Bars, Ludovic Minvielle

JMLR 2021 Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation Pierre Humbert, Batiste Le Bars, Laurent Oudre, Argyris Kalogeratos, Nicolas Vayatis

ICML 2020 Learning the Piece-Wise Constant Graph Structure of a Varying Ising Model Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis