Global convergence of splitting methods for nonconvex composite optimization

3 July 2014

Papers citing "Global convergence of splitting methods for nonconvex composite optimization"

19 / 19 papers shown

Title
ADMM for Structured Fractional Minimization Ganzhao Yuan 31 0 0 12 Nov 2024
Convergence of the Chambolle-Pock Algorithm in the Absence of Monotonicity B. Evens P. Latafat Panagiotis Patrinos 27 3 0 11 Dec 2023
Distributed Coverage Control of Constrained Constant-Speed Unicycle Multi-Agent Systems Qingchen Liu Zengjie Zhang N. Le Jiahu Qin Fangzhou Liu Sandra Hirche 19 5 0 12 Apr 2023
Federated Composite Optimization Honglin Yuan Manzil Zaheer Sashank J. Reddi FedML 26 57 0 17 Nov 2020
Anderson Acceleration for Nonconvex ADMM Based on Douglas-Rachford Splitting W. Ouyang Yue Peng Yuxin Yao Juyong Zhang Bailin Deng 23 31 0 25 Jun 2020
Limited-angle CT reconstruction via the L1/L2 minimization Chao Wang M. Tao J. Nagy Y. Lou 35 50 0 31 May 2020
Inertial nonconvex alternating minimizations for the image deblurring Tao Sun R. Barrio Marcos Rodríguez Hao Jiang 11 12 0 27 Jul 2019
A Scale Invariant Approach for Sparse Signal Recovery Yaghoub Rahimi Chao Wang Hongbo Dong Y. Lou 22 73 0 20 Dec 2018
$$\ell_0$-Motivated Low-Rank Sparse Subspace Clustering$ $\ell_0$ -Motivated Low-Rank Sparse Subspace Clustering Maria Brbic I. Kopriva 15 47 0 17 Dec 2018
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization Yiyang Wang Risheng Liu Long Ma Xiaoliang Song 19 2 0 05 Nov 2018
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning Fei Wen L. Chu Peilin Liu Robert C. Qiu 23 153 0 16 Aug 2018
Learning Latent Features with Pairwise Penalties in Low-Rank Matrix Completion Kaiyi Ji Jian Tan Jinfeng Xu Yuejie Chi 20 3 0 16 Feb 2018
A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems Tianxiang Liu Ting Kei Pong Akiko Takeda 19 44 0 16 Oct 2017
Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems Tao Sun Hao Jiang Lizhi Cheng Wei Zhu 20 28 0 01 Sep 2017
A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality Songtao Lu Mingyi Hong Zhengdao Wang 14 47 0 24 Mar 2017
Stochastic Variance-Reduced ADMM Shuai Zheng James T. Kwok 30 59 0 24 Apr 2016
Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods Guoyin Li Ting Kei Pong 102 288 0 09 Feb 2016
Convex Denoising using Non-Convex Tight Frame Regularization Ankit Parekh I. Selesnick 13 57 0 04 Apr 2015
The Primal-Dual Hybrid Gradient Method for Semiconvex Splittings Thomas Möllenhoff Evgeny Strekalovskiy Michael Möller Daniel Cremers 39 69 0 07 Jul 2014