Global convergence of splitting methods for nonconvex composite optimization

3 July 2014

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

30 / 30 papers shown

Title
ADMM for Structured Fractional Minimization Ganzhao Yuan 51 0 0 12 Nov 2024
Convergence of the Chambolle-Pock Algorithm in the Absence of Monotonicity B. Evens P. Latafat Panagiotis Patrinos 34 3 0 11 Dec 2023
Distributed Coverage Control of Constrained Constant-Speed Unicycle Multi-Agent Systems Qingchen Liu Zengjie Zhang Nam Le Jiahu Qin Fangzhou Liu Sandra Hirche 19 5 0 12 Apr 2023
FedADMM: A Federated Primal-Dual Algorithm Allowing Partial Participation Han Wang Siddartha Marella James Anderson FedML 19 39 0 28 Mar 2022
Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality Xiao Li Andre Milzarek Junwen Qiu 24 20 0 10 Oct 2021
FedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization Quoc Tran-Dinh Nhan H. Pham Dzung Phan Lam M. Nguyen FedML 29 40 0 05 Mar 2021
A Provably Convergent Information Bottleneck Solution via ADMM Tengfei Huang Aly El Gamal 25 6 0 09 Feb 2021
Federated Composite Optimization Honglin Yuan Manzil Zaheer Sashank J. Reddi FedML 37 58 0 17 Nov 2020
Alternating Direction Method of Multipliers for Quantization Tianjian Huang Prajwal Singhania Maziar Sanjabi Pabitra Mitra Meisam Razaviyayn MQ 27 10 0 08 Sep 2020
Anderson Acceleration for Nonconvex ADMM Based on Douglas-Rachford Splitting W. Ouyang Yue Peng Yuxin Yao Juyong Zhang Bailin Deng 36 31 0 25 Jun 2020
Limited-angle CT reconstruction via the L1/L2 minimization Chao Wang M. Tao J. Nagy Y. Lou 42 50 0 31 May 2020
Inertial nonconvex alternating minimizations for the image deblurring Tao Sun R. Barrio Marcos Rodríguez Hao Jiang 21 12 0 27 Jul 2019
MAP Inference via L2-Sphere Linear Program Reformulation Baoyuan Wu Li Shen Tong Zhang Guohao Li 33 1 0 09 May 2019
A Scale Invariant Approach for Sparse Signal Recovery Yaghoub Rahimi Chao Wang Hongbo Dong Y. Lou 38 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 20 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 22 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 31 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 29 44 0 16 Oct 2017
A Variational Approach to Shape-from-shading Under Natural Illumination Yvain Quéau J. Mélou Fabien Castan Daniel Cremers Jean-Denis Durou 3DV 14 34 0 29 Sep 2017
Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems Tao Sun Hao Jiang Lizhi Cheng Wei Zhu 25 28 0 01 Sep 2017
A Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization: Convergence Analysis and Optimality Songtao Lu Mingyi Hong Zhengdao Wang 26 47 0 24 Mar 2017
Stochastic Alternating Direction Method of Multipliers with Variance Reduction for Nonconvex Optimization Feihu Huang Songcan Chen Zhaosong Lu 30 14 0 10 Oct 2016
Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis Bo Jiang Tianyi Lin Shiqian Ma Shuzhong Zhang 23 146 0 09 May 2016
Stochastic Variance-Reduced ADMM Shuai Zheng James T. Kwok 44 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 105 292 0 09 Feb 2016
Convex Denoising using Non-Convex Tight Frame Regularization Ankit Parekh I. Selesnick 24 57 0 04 Apr 2015
Douglas-Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems Guoyin Li Ting Kei Pong 39 166 0 30 Sep 2014
Variational Depth from Focus Reconstruction Michael Möller Martin Benning Carola Schönlieb Daniel Cremers 32 98 0 01 Aug 2014
The Primal-Dual Hybrid Gradient Method for Semiconvex Splittings Thomas Möllenhoff Evgeny Strekalovskiy Michael Möller Daniel Cremers 39 69 0 07 Jul 2014