Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold
Work
Year: 2020
Type: article
Abstract: We consider optimization problems over the Stiefel manifold whose objective function is the summation of a smooth function and a nonsmooth function. Existing methods for solving this kind of problem c... more
Source: SIAM Journal on Optimization
Institutions Chinese University of Hong Kong, University of California, Davis, Hong Kong University of Science and Technology, University of Hong Kong
Cites: 65
Cited by: 115
Related to: 10
FWCI: 12.44
Citation percentile (by year/subfield): 99.99
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: green
Funders Research Grants Council, University Grants Committee, Chinese University of Hong Kong, University of California, Davis
Grant IDS CUHK 14203218, 3133236,