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Lower error bounds for the stochastic gradient descent optimization algorithm: Sharp convergence rates for slowly and fast decaying learning rates

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Author
Jentzen, Arnulf
von Wurstemberger, Philippe
Date
2019
Type
    Journal Article
Publication status
published
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Journal / series
Journal of complexity
Pages / Article No.
101438
Publisher
Elsevier
Subject
SGD; Lower bounds; Machine learning; Error analysis
Organisational unit
03951 - Jentzen, Arnulf (ehemalig) / Jentzen, Arnulf (former)  
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