Convergence properties of an Objective-Function-Free Optimization regularization algorithm, including an 0(epsilon^{-3/2}) complexity bound

Serge Gratton, Sadok Jerad, Philippe TOINT

Namur Institute for Complex Systems

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2023
Multilevel Objective-Function-Free Optimization with an Application to Neural Networks Training
Gratton, S., Kopanicakova, A. & TOINT, P., 15 Feb 2023, In: SIAM Journal on Optimization. 33, 4, p. 2772-2800 29 p.
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OFFO minimization algorithms for second-order optimality and their complexity
Gratton, S. & TOINT, P., 15 Feb 2023, In: Computational Optimization and Applications. 84, 2, p. 573-607 35 p.
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