Sylvain Arlot

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 9

Top Topics

Lower Dimension

Metric Learning

Sequence Alignment

Top Venues

J. Mach. Learn. Res.

Publications

Pierre Humbert, Batiste Le Bars, Aurélien Bellet, Sylvain Arlot
One-Shot Federated Conformal Prediction. ICML (2023)
Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. CoRR (2022)
Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. NeurIPS (2022)
Guillaume Maillard, Sylvain Arlot, Matthieu Lerasle
Aggregated Hold-Out. J. Mach. Learn. Res. 22 (2021)
Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot
Aggregation of Multiple Knockoffs. ICML (2020)
El Mehdi Saad, Gilles Blanchard, Sylvain Arlot
Online Orthogonal Matching Pursuit. CoRR (2020)
Sylvain Arlot, Alain Celisse, Zaïd Harchaoui
A Kernel Multiple Change-point Algorithm via Model Selection. J. Mach. Learn. Res. 20 (2019)
Sylvain Arlot, Matthieu Lerasle
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation. J. Mach. Learn. Res. 17 (2016)
Rémi Lajugie, Piotr Bojanowski, Philippe Cuvillier, Sylvain Arlot, Francis R. Bach
A weakly-supervised discriminative model for audio-to-score alignment. ICASSP (2016)
Rémi Lajugie, Piotr Bojanowski, Sylvain Arlot, Francis R. Bach
Semidefinite and Spectral Relaxations for Multi-Label Classification. CoRR (2015)
Sylvain Arlot, Robin Genuer
Analysis of purely random forests bias. CoRR (2014)
Damien Garreau, Rémi Lajugie, Sylvain Arlot, Francis R. Bach
Metric Learning for Temporal Sequence Alignment. CoRR (2014)
Rémi Lajugie, Francis R. Bach, Sylvain Arlot
Large-Margin Metric Learning for Constrained Partitioning Problems. ICML (2014)
Rémi Lajugie, Damien Garreau, Francis R. Bach, Sylvain Arlot
Metric Learning for Temporal Sequence Alignment. NIPS (2014)
Rémi Lajugie, Sylvain Arlot, Francis R. Bach
Large-Margin Metric Learning for Partitioning Problems CoRR (2013)
Sylvain Arlot, Matthieu Lerasle
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation. CoRR (2012)
Matthieu Solnon, Sylvain Arlot, Francis R. Bach
Multi-task regression using minimal penalties. J. Mach. Learn. Res. 13 (2012)
Sylvain Arlot, Alain Celisse
Segmentation of the mean of heteroscedastic data via cross-validation. Stat. Comput. 21 (4) (2011)
Sylvain Arlot, Pascal Massart
Data-driven Calibration of Penalties for Least-Squares Regression. J. Mach. Learn. Res. 10 (2009)
Sylvain Arlot, Francis R. Bach
Data-driven calibration of linear estimators with minimal penalties. NIPS (2009)
Sylvain Arlot, Gilles Blanchard, Étienne Roquain
Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector. COLT (2007)