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Projected semi-stochastic gradient descent method with mini-batch scheme under weak strong convexity assumption. (English) Zbl 1383.93096

Takáč, Martin (ed.) et al., Modeling and optimization: theory and applications. MOPTA, Bethlehem, PA, USA, August 17–19, 2016. Selected contributions. Cham: Springer (ISBN 978-3-319-66615-0/hbk; 978-3-319-66616-7/ebook). Springer Proceedings in Mathematics & Statistics 213, 95-117 (2017).
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