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10/25/2021
Accelerated Almost-Sure Convergence Rates for Nonconvex Stochastic Gradient Descent using Stochastic Learning Rates
Large-scale optimization problems require algorithms both effective and ...
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10/20/2021
Stochastic Learning Rate Optimization in the Stochastic Approximation and Online Learning Settings
In this work, multiplicative stochasticity is applied to the learning ra...
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03/23/2021
