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Forward-reflected-backward method with variance reduction

We propose a variance reduced algorithm for solving monotone variational inequalities. Without assuming strong monotonicity, cocoercivity, or boundedness of the domain, we prove almost sure convergence of the iterates generated by the algorithm to a solution. In the monotone case, the ergodic averag...

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Detalles Bibliográficos
Autores principales: Alacaoglu, Ahmet, Malitsky, Yura, Cevher, Volkan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8550342/
https://www.ncbi.nlm.nih.gov/pubmed/34720428
http://dx.doi.org/10.1007/s10589-021-00305-3