31 citations · 68 across the 15 of their papers we have counts for
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math.OC2020★ 4 cited
Adaptive Regularization for Nonconvex Optimization Using Inexact Function Values and Randomly Perturbed Derivatives
S. Bellavia, G. Gurioli, B. Morini +1
A regularization algorithm allowing random noise in derivatives and inexact function values is proposed for computing approximate local critical points of any order for smooth unco…
math.NA2020★ 1 cited
Stochastic Analysis of an Adaptive Cubic Regularisation Method under Inexact Gradient Evaluations and Dynamic Hessian Accuracy
Stefania Bellavia, Gianmarco Gurioli
We here adapt an extended version of the adaptive cubic regularisation method with dynamic inexact Hessian information for nonconvex optimisation in [3] to the stochastic optimisat…