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02/14/2023
Multilevel Objective-Function-Free Optimization with an Application to Neural Networks Training
A class of multi-level algorithms for unconstrained nonlinear optimizati...
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03/03/2022
Parametric complexity analysis for a class of first-order Adagrad-like algorithms
A class of algorithms for optimization in the presence of noise is prese...
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12/09/2018
A note on solving nonlinear optimization problems in variable precision
This short note considers an efficient variant of the trust-region algor...
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07/17/2018