SIAM Journal on Optimization· 2013Q1
A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
- 1,318citations
- Q1SCImago
- 2013year
Short summary
This paper establishes unified convergence conditions for inexact block coordinate descent (BCD) methods that use approximations of the objective function, extending analysis to nonsmooth and nonconvex cases.
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