On the equivalence of different adaptive batch size selection strategies for stochastic gradient descent methods

Luis Espath, Sebastian Krumscheid, Raúl Tempone +1

In this study, we demonstrate that the norm test and inner product/orthogonality test presented in \cite{Bol18} are equivalent in terms of the convergence rates associated with Sto…