Optimal inexactness schedules for tunable oracle-based methods
Author:
Affiliation:
1. UCLouvain, ICTEAM (INMA), Louvain-la-Neuve, Belgium
2. UCLouvain, CORE, Louvain-la-Neuve, Belgium
Publisher
Informa UK Limited
Link
https://www.tandfonline.com/doi/pdf/10.1080/10556788.2023.2296982
Reference27 articles.
1. A. Chambolle and T. Pock An introduction to continuous optimization for imaging in Cambridge University Press (CUP) Vol. 25 Acta Numerica 2016 pp. 161–319.
2. O. Devolder Exactness inexactness and stochasticity in first-order methods for large-scale convex optimization in Doctoral Thesis 2013.
3. O. Devolder F. Glineur and Y. Nesterov First-order methods with inexact oracle: the strongly convex case . LIDAM Discussion Papers CORE 2013016 Université catholique de Louvain Center for Operations Research and Econometrics (CORE) 2013.
4. N. Doikov and Y. Nesterov Inexact tensor methods with dynamic accuracies in ICML 2020.
5. Efficiency of minimizing compositions of convex functions and smooth maps
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