IEEE - Institute of Electrical and Electronics Engineers, Inc. - Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems

Author(s): Tao Sun ; Hao Jiang ; Lizhi Cheng ; Wei Zhu
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2868269
Regular:

In this paper, we consider solving a class of nonconvex and nonsmooth problems frequently appearing in signal processing and machine learning research. The traditional alternating direction method... View More

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