IEEE - Institute of Electrical and Electronics Engineers, Inc. - Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview

Author(s): Yuejie Chi ; Yue M. Lu ; Yuxin Chen
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 15 October 2019
Volume: 67
Page(s): 5,239 - 5,269
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2019.2937282
Regular:

Substantial progress has been made recently on developing provably accurate and efficient algorithms for low-rank matrix factorization via nonconvex optimization. While conventional wisdom often... View More

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