Sylvain Arlot

21 papers A* 5Misc 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2023 A* conf
One-Shot Federated Conformal Prediction.
ICML
Pierre Humbert, Batiste Le Bars, Aurélien Bellet, Sylvain Arlot
2022 A* conf
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension.
NeurIPS
Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
2022 J jnl
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension.
CoRR
Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
2021 J jnl
Aggregated Hold-Out.
J. Mach. Learn. Res.
Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle
2020 A* conf
Aggregation of Multiple Knockoffs.
ICML
Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot
2020 J jnl
Online Orthogonal Matching Pursuit.
CoRR
El Mehdi Saad, Gilles Blanchard, Sylvain Arlot
2019 J jnl
A Kernel Multiple Change-point Algorithm via Model Selection.
J. Mach. Learn. Res.
Sylvain Arlot, Alain Celisse, Zaïd Harchaoui
2016 Misc conf
A weakly-supervised discriminative model for audio-to-score alignment.
ICASSP
Rémi Lajugie, Piotr Bojanowski, Philippe Cuvillier, Sylvain Arlot, Francis R. Bach
2016 J jnl
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation.
J. Mach. Learn. Res.
Sylvain Arlot, Matthieu Lerasle
2015 J jnl
Semidefinite and Spectral Relaxations for Multi-Label Classification.
CoRR
Rémi Lajugie, Piotr Bojanowski, Sylvain Arlot, Francis R. Bach
2014 J jnl
Analysis of purely random forests bias.
CoRR
Sylvain Arlot, Robin Genuer
2014 A* conf
Large-Margin Metric Learning for Constrained Partitioning Problems.
ICML
Rémi Lajugie, Francis R. Bach, Sylvain Arlot
2014 — conf
Metric Learning for Temporal Sequence Alignment.
NIPS
Rémi Lajugie, Damien Garreau, Francis R. Bach, Sylvain Arlot
2014 J jnl
Metric Learning for Temporal Sequence Alignment.
CoRR
Damien Garreau, Rémi Lajugie, Sylvain Arlot, Francis R. Bach
2013 J jnl
Large-Margin Metric Learning for Partitioning Problems
CoRR
Rémi Lajugie, Sylvain Arlot, Francis R. Bach
2012 J jnl
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation.
CoRR
Sylvain Arlot, Matthieu Lerasle
2012 J jnl
Multi-task regression using minimal penalties.
J. Mach. Learn. Res.
Matthieu Solnon, Sylvain Arlot, Francis R. Bach
2011 J jnl
Segmentation of the mean of heteroscedastic data via cross-validation.
Stat. Comput.
Sylvain Arlot, Alain Celisse
2009 J jnl
Data-driven Calibration of Penalties for Least-Squares Regression.
J. Mach. Learn. Res.
Sylvain Arlot, Pascal Massart
2009 — conf
Data-driven calibration of linear estimators with minimal penalties.
NIPS
Sylvain Arlot, Francis R. Bach
2007 A* conf
Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector.
COLT
Sylvain Arlot, Gilles Blanchard, Étienne Roquain