Regularizing with Bregman--Moreau Envelopes
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Publication:4561226
DOI10.1137/17M1130745zbMath1409.90138arXiv1705.06019OpenAlexW2615804618MaRDI QIDQ4561226
Scott B. Lindstrom, Heinz H. Bauschke, Minh N. Dao
Publication date: 5 December 2018
Published in: SIAM Journal on Optimization (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1705.06019
Convex programming (90C25) Monotone operators and generalizations (47H05) Contraction-type mappings, nonexpansive mappings, (A)-proper mappings, etc. (47H09) Convexity of real functions in one variable, generalizations (26A51) Convexity of real functions of several variables, generalizations (26B25)
Related Items (12)
The Bregman Proximal Average ⋮ Regularization in Banach spaces with respect to the Bregman distance ⋮ Dualities for Non-Euclidean Smoothness and Strong Convexity under the Light of Generalized Conjugacy ⋮ Nonlinear forward-backward splitting with momentum correction ⋮ Generalized Bregman envelopes and proximity operators ⋮ The Generalized Bregman Distance ⋮ Inertial proximal gradient methods with Bregman regularization for a class of nonconvex optimization problems ⋮ Multi-block Bregman proximal alternating linearized minimization and its application to orthogonal nonnegative matrix factorization ⋮ Bregman forward-backward operator splitting ⋮ Bregman proximal mappings and Bregman-Moreau envelopes under relative prox-regularity ⋮ Two-step inertial Bregman alternating minimization algorithm for nonconvex and nonsmooth problems ⋮ A Bregman Forward-Backward Linesearch Algorithm for Nonconvex Composite Optimization: Superlinear Convergence to Nonisolated Local Minima
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