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Provable Sparse Tensor Decomposition
Work
Year: 2016
Type: article
Abstract: Summary We propose a novel sparse tensor decomposition method, namely the tensor truncated power method, that incorporates variable selection in the estimation of decomposition components. The sparsit... more
Source: Journal of the Royal Statistical Society Series B (Statistical Methodology)
Authors Will Wei Sun, Junwei Lu, Han Liu, Guang Cheng
Institutions Yahoo (United States), Princeton University, Purdue University West Lafayette
Cites: 62
Cited by: 114
Related to: 10
FWCI: 3.619
Citation percentile (by year/subfield): 99.43
Topic: Tensor decomposition and applications
Subfield: Computational Mathematics
Field: Mathematics
Domain: Physical Sciences
Open Access status: green
Funders National Institutes of Health, National Institutes of Health, Office of Naval Research
Grant IDS R01GM083084, R01MH102339,