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Asynchronous variance-reduced block schemes for composite non-convex stochastic optimization: block-specific steplengths and adapted batch-sizes.

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Bibliographic Details
Title: Asynchronous variance-reduced block schemes for composite non-convex stochastic optimization: block-specific steplengths and adapted batch-sizes.
Authors: Lei, Jinlong1,2, Shanbhag, Uday V.3, udaybag@psu.edu
Source: Optimization Methods & Software; Feb2022, Vol. 37 Issue 1, p264-294, 31p
Database: Applied Science & Technology Source
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ISSN:10556788
DOI:10.1080/10556788.2020.1746963