Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix

Kun Chen, Ruipeng Dong, Wanwan Xu +1

The sparse factorization of a large matrix is fundamental in modern statistical learning. In particular, the sparse singular value decomposition and its variants have been utilized…