Subsampled Nonmonotone Spectral Gradient Methods

Stefania Bellavia, Nataša Krklec Jerinkić, Greta Malaspina

This paper deals with subsampled spectral gradient methods for minimizing finite sum. Subsample function and gradient approximations are employed in order to reduce the overall com…