124 citations · 194 across the 14 of their papers we have counts for
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stat.ME2019★ 2 cited
Hybrid Kronecker Product Decomposition and Approximation
Chencheng Cai, Rong Chen, Han Xiao
Discovering the underlying low dimensional structure of high dimensional data has attracted a significant amount of researches recently and has shown to have a wide range of applic…
math.ST2019★ 15 cited
KoPA: Automated Kronecker Product Approximation
Chencheng Cai, Rong Chen, Han Xiao
We consider the problem of matrix approximation and denoising induced by the Kronecker product decomposition. Specifically, we propose to approximate a given matrix by the sum of a…
stat.ML2019
Matrix Completion using Kronecker Product Approximation
Chencheng Cai, Rong Chen, Han Xiao
A matrix completion problem is to recover the missing entries in a partially observed matrix. Most of the existing matrix completion methods assume a low rank structure of the unde…