A geometric proximal gradient method for sparse least squares regression with probabilistic simplex constraint

Guiyun Xiao, Zheng-Jian Bai

In this paper, we consider the sparse least squares regression problem with probabilistic simplex constraint. Due to the probabilistic simplex constraint, one could not apply the L…