Optimization in High Dimensions via Accelerated, Parallel, and Proximal Coordinate Descent
Work
Year: 2016
Type: article
Abstract: We propose a new randomized coordinate descent method for minimizing the sum of convex functions, each of which depends on a small number of coordinates only. Our method (APPROX) is simultaneously Acc... more
Source: SIAM Review
Authors Olivier Fercoq, Peter Richtárik
Cites: 28
Cited by: 22
Related to: 10
FWCI: 3.369
Citation percentile (by year/subfield): 90.82
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
Grant ID 1400073