Robust Lasso-Zero for sparse corruption and model selection with missing covariates

Pascaline Descloux, Claire Boyer, Julie Josse +2

We propose Robust Lasso-Zero, an extension of the Lasso-Zero methodology, initially introduced for sparse linear models, to the sparse corruptions problem. We give theoretical guar…