Support union recovery in high-dimensional multivariate regression

Guillaume Obozinski, Martin J. Wainwright, Michael I. Jordan

In multivariate regression, a $K$-dimensional response vector is regressed upon a common set of $p$ covariates, with a matrix $B^{\ast }\in {\mathbb{R}}^{p\times K}$ of regression coefficie…