8 citations · 15 across the 25 of their papers we have counts for
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math.NA2018
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…
math.NA2018
Subsampled Inexact Newton methods for minimizing large sums of convex functions
Stefania Bellavia, Natasa Krejic, Natasa Krklec Jerinkic
This paper deals with the minimization of large sum of convex functions by Inexact Newton (IN) methods employing subsampled functions, gradients and Hessian approximations. The Con…