60 citations · 134 across the 15 of their papers we have counts for
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stat.ME2020★ 2 cited
Sequential scaled sparse factor regression
Zemin Zheng, Yang Li, Jie Wu +1
Large-scale association analysis between multivariate responses and predictors is of great practical importance, as exemplified by modern business applications including social med…
stat.ML2020★ 3 cited
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…