Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations

Canhong Wen, Ruipeng Dong, Xueqin Wang +2

Sparse reduced rank regression is an essential statistical learning method. In the contemporary literature, estimation is typically formulated as a nonconvex optimization that ofte…