Sylvain Sardy

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Pivotal Information Criterion.
CoRR
Sylvain Sardy, Maxime van Cutsem, Sara A. van de Geer
2025 J jnl
Square root Cox's survival analysis by the fittest linear and neural networks model.
CoRR
Maxime van Cutsem, Sylvain Sardy
2024 J jnl
Training a neural netwok for data reduction and better generalization.
CoRR
Sylvain Sardy, Maxime van Cutsem, Xiaoyu Ma
2022 J jnl
A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks.
CoRR
Xiaoyu Ma, Sylvain Sardy, Nick Hengartner, Nikolai Bobenko, Yen Ting Lin
2022 J jnl
A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks.
Stat. Comput.
Xiaoyu Ma, Sylvain Sardy, Nick Hengartner, Nikolai Bobenko, Yen Ting Lin
2022 J jnl
Thresholding tests based on affine LASSO to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension.
Comput. Stat. Data Anal.
Sylvain Sardy, Jairo Diaz Rodriguez, Caroline Giacobino
2021 J jnl
Model Selection With Lasso-Zero: Adding Straw to the Haystack to Better Find Needles.
J. Comput. Graph. Stat.
Pascaline Descloux, Sylvain Sardy
2020 J jnl
What needles do sparse neural networks find in nonlinear haystacks.
CoRR
Sylvain Sardy, Nicolas W. Hengartner, Nikolai Bobenko, Yen Ting Lin
2019 J jnl
Low-rank model with covariates for count data with missing values.
J. Multivar. Anal.
Geneviève Robin, Julie Josse, Eric Moulines, Sylvain Sardy
2016 — conf
A Composite Lasso Penalty With an Application in Cosmology.
CSE/EUC/DCABES
Jairo Diaz Rodriguez, Sylvain Sardy
2016 J jnl
Adaptive shrinkage of singular values.
Stat. Comput.
Julie Josse, Sylvain Sardy
2015 J jnl
Stochastic optimization of sailing trajectories in an upwind regatta.
J. Oper. Res. Soc.
Robert C. Dalang, Frédéric Dumas, Sylvain Sardy, Stephan Morgenthaler, Juan Vila
2012 J jnl
Isotone additive latent variable models.
Stat. Comput.
Sylvain Sardy, Maria-Pia Victoria-Feser
2001 J jnl
Robust wavelet denoising.
IEEE Trans. Signal Process.
Sylvain Sardy, Paul Tseng, Andrew G. Bruce
2000 J jnl
Minimax threshold for denoising complex signals with Waveshrink.
IEEE Trans. Signal Process.
Sylvain Sardy
1999 J jnl
Wavelet shrinkage for unequally spaced data.
Stat. Comput.
Sylvain Sardy, Donald B. Percival, Andrew G. Bruce, Hong-Ye Gao, Werner Stuetzle