Adaptive Dimension Reduction for Overlapping Group Sparsity

Yifan Bai, Clarice Poon, Jingwei Liang

Typical dimension reduction techniques for nonoverlapping sparse optimization involve screening or sieving strategies based on a dual certificate derived from the first-order optim…