A dynamic stepsize scheme for SGD that detects stationarity via the distance between two coupled SGD iterations sharing the same minibatch noise.
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Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent
A dynamic stepsize scheme for SGD that detects stationarity via the distance between two coupled SGD iterations sharing the same minibatch noise.