Tight Dimension Independent Lower Bound on Optimal Expected Convergence Rate for Diminishing Step Sizes in SGD

Tight Dimension Independent Lower Bound on Optimal Expected Convergence Rate for Diminishing Step Sizes in SGD

Phuong Ha Nguyen    Lam M. Nguyen    Marten van Dijk
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Tight Dimension Independent Lower Bound on Optimal Expected Convergence Rate for Diminishing Step Sizes in SGD

Phuong Ha Nguyen and Lam M. Nguyen and Marten van Dijk
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