Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs

18 May 2017Yangyang Xu

Recent several years have witnessed the surge of asynchronous (async-) parallel computing methods due to the extremely big data involved in many modern applications and also the advancement of multi-core machines and computer clusters. In optimization, most works about async-parallel methods are on unconstrained problems or those with block separable constraints... (read more)

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