research
∙
06/07/2020
What needles do sparse neural networks find in nonlinear haystacks
Using a sparsity inducing penalty in artificial neural networks (ANNs) a...
share
research
∙
05/12/2020
Robust Lasso-Zero for sparse corruption and model selection with missing covariates
We propose Robust Lasso-Zero, an extension of the Lasso-Zero methodology...
research
∙
05/14/2018
Model selection with lasso-zero: adding straw to the haystack to better find needles
The high-dimensional linear model y = X β^0 + ϵ is considered and the fo...
research
∙
12/05/2014