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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581594/ https://www.ncbi.nlm.nih.gov/pubmed/33122873 http://dx.doi.org/10.1007/s10915-020-01332-8 |