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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
Cites: 28
Cited by: 22
Related to: 10
FWCI: 3.369
Citation percentile (by year/subfield): 90.82
Open Access status: hybrid
Grant ID 1400073