Universal regularization methods: varying the power, the smoothness and the accuracy

Coralia Cartis, Nick I. Gould, Philippe L. Toint

Research output: Contribution to journal › Article › peer-review

16 Downloads (Pure)

2022

Evaluation complexity of algorithms for nonconvex optimization
Cartis, C., Gould, N. I. M. & TOINT, P., Jul 2022, SIAM. 600 p. (SIAM-MOS Series on Optimization)
Research output: Book/Report/Journal › Book
2020
Strong Evaluation Complexity Bounds for Arbitrary-Order Optimization of Nonconvex Nonsmooth Composite Functions
Cartis, C., Gould, N. & Toint, P., 30 Jan 2020, Arxiv.
Research output: Working paper

File
27 Downloads (Pure)
2018
Worst-case evaluation complexity and optimality of second-order methods for nonconvex smooth optimization
Cartis, C., Gould, N. I. M. & Toint, P., 1 Jan 2018, Invited Lectures. Sirakov, B., de Souza, P. N. & Viana, M. (eds.). World Scientific Publishing Co Pte Ltd, p. 3729-3768 40 p. (Proceedings of the International Congress of Mathematicians, ICM 2018; vol. 4).
Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Research output