Arlot, Sylvain

12 publications

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

NeurIPS 2022 A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot

JMLR 2021 Aggregated Hold-Out Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle

ICML 2020 Aggregation of Multiple Knockoffs Tuan-Binh Nguyen, Jerome-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot

JMLR 2019 A Kernel Multiple Change-Point Algorithm via Model Selection Sylvain Arlot, Alain Celisse, Zaid Harchaoui

JMLR 2016 Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation Sylvain Arlot, Matthieu Lerasle

ICML 2014 Large-Margin Metric Learning for Constrained Partitioning Problems Rémi Lajugie, Francis Bach, Sylvain Arlot

NeurIPS 2014 Metric Learning for Temporal Sequence Alignment Damien Garreau, Rémi Lajugie, Sylvain Arlot, Francis Bach

JMLR 2012 Multi-Task Regression Using Minimal Penalties Matthieu Solnon, Sylvain Arlot, Francis Bach

NeurIPS 2009 Data-Driven Calibration of Linear Estimators with Minimal Penalties Sylvain Arlot, Francis R. Bach

JMLR 2009 Data-Driven Calibration of Penalties for Least-Squares Regression Sylvain Arlot, Pascal Massart

COLT 2007 Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector Sylvain Arlot, Gilles Blanchard, Étienne Roquain