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Jiangwen Sun

2 accepted papers

2016

A Sparse Interactive Model for Matrix Completion with Side Information

NeurIPS 2016poster

Matrix completion methods can benefit from side information besides the partially observed matrix. The use of side features describing the row and column entities of a matrix has been shown to reduce the sample complexity for completing the matrix. We propose a novel sparse formulation that explicit…

Cited by 42SourcePDFScholar
2015

Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization

ICML 2015poster

When multiple views of data are available for a set of subjects, co-clustering aims to identify subject clusters that agree across the different views. We explore the problem of co-clustering when the underlying clusters exist in different subspaces of each view. We propose a proximal alternating li…

Cited by 67SourcePDFScholar