Taking Advantage of Sparsity in Multi-Task Learning

Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov +1

We study the problem of estimating multiple linear regression equations for the purpose of both prediction and variable selection. Following recent work on multi-task learning Argy…