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2019-09-30
First-order primal-dual methods for nonsmooth nonconvex optimisation
Tuomo Valkonen
文献摘要
We provide an overview of primal-dual algorithms for nonsmooth and non-convex-concave saddle-point problems. This flows around a new analysis of such methods, using Bregman divergences to formulate simplified conditions for convergence.
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