Sylvain Sardy

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 8

Top Topics

Stochastic Optimization

Variable Selection

Top Venues

J. Comput. Graph. Stat.

Publications

Xiaoyu Ma, Sylvain Sardy, Nick Hengartner, Nikolai Bobenko, Yen Ting Lin
A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks. CoRR (2022)
Sylvain Sardy, Jairo Diaz Rodriguez, Caroline Giacobino
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. 173 (2022)
Xiaoyu Ma, Sylvain Sardy, Nick Hengartner, Nikolai Bobenko, Yen Ting Lin
A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks. Stat. Comput. 32 (6) (2022)
Pascaline Descloux, Sylvain Sardy
Model Selection With Lasso-Zero: Adding Straw to the Haystack to Better Find Needles. J. Comput. Graph. Stat. 30 (3) (2021)
Sylvain Sardy, Nicolas W. Hengartner, Nikolai Bobenko, Yen Ting Lin
What needles do sparse neural networks find in nonlinear haystacks. CoRR (2020)
Geneviève Robin, Julie Josse, Eric Moulines, Sylvain Sardy
Low-rank model with covariates for count data with missing values. J. Multivar. Anal. 173 (2019)
Jairo Diaz Rodriguez, Sylvain Sardy
A Composite Lasso Penalty With an Application in Cosmology. CSE/EUC/DCABES (2016)
Julie Josse, Sylvain Sardy
Adaptive shrinkage of singular values. Stat. Comput. 26 (3) (2016)
Robert C. Dalang, Frédéric Dumas, Sylvain Sardy, Stephan Morgenthaler, Juan Vila
Stochastic optimization of sailing trajectories in an upwind regatta. J. Oper. Res. Soc. 66 (5) (2015)
Sylvain Sardy, Maria-Pia Victoria-Feser
Isotone additive latent variable models. Stat. Comput. 22 (2) (2012)
Sylvain Sardy, Paul Tseng, Andrew G. Bruce
Robust wavelet denoising. IEEE Trans. Signal Process. 49 (6) (2001)
Sylvain Sardy
Minimax threshold for denoising complex signals with Waveshrink. IEEE Trans. Signal Process. 48 (4) (2000)
Sylvain Sardy, Donald B. Percival, Andrew G. Bruce, Hong-Ye Gao, Werner Stuetzle
Wavelet shrinkage for unequally spaced data. Stat. Comput. 9 (1) (1999)