Adaptive sieving with semismooth Newton proximal augmented Lagrangian algorithm for multi-task Lasso problems

Lanyu Lin, Yong-Jin Liu, Bo Wang +1

Multi-task learning enhances model generalization by jointly learning from related tasks. This paper focuses on the ${\ell }_{1,\infty }$-norm constrained multi-task learning problem,…