Joint-Sparse Transfer Learning for High-Dimensional Multi-Output Regression

Sunwoo Lim, Mladen Kolar

Multitask linear models can improve estimation and prediction by exploiting structure shared across responses, bridging taskwise fitting and complete pooling. In many applications,…