A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta

Maksim, Velikanov,; Kuznedelev, Denis; Yarotsky, Dmitry

doi:10.48550/arxiv.2206.11124

2022

DOI: 10.48550/arxiv.2206.11124

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A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta

Velikanov, Maksim¹,

Denis Kuznedelev²,

Dmitry Yarotsky³

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A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta

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