On the Statistical Efficiency of ${\ell }_{1,p}$ Multi-Task Learning of Gaussian Graphical Models

Jean Honorio, Tommi Jaakkola, Dimitris Samaras

In this paper, we present ${\ell }_{1,p}$ multi-task structure learning for Gaussian graphical models. We analyze the sufficient number of samples for the correct recovery of the supp…