Variable Selection and Task Grouping for Multi-Task Learning

Jun-Yong Jeong, Chi-Hyuck Jun

We consider multi-task learning, which simultaneously learns related prediction tasks, to improve generalization performance. We factorize a coefficient matrix as the product of tw…