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Variable Smoothing for Convex Optimization Problems Using Stochastic Gradients

We aim to solve a structured convex optimization problem, where a nonsmooth function is composed with a linear operator. When opting for full splitting schemes, usually, primal–dual type methods are employed as they are effective and also well studied. However, under the additional assumption of Lip...

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Vydáno v:J Sci Comput
Hlavní autoři: Boţ, Radu Ioan, Böhm, Axel
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer US 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7581594/
https://ncbi.nlm.nih.gov/pubmed/33122873
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10915-020-01332-8
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