A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems

18 March 2013

Papers citing "A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems"

28 / 28 papers shown

Title
Learning Multi-Attribute Differential Graphs with Non-Convex Penalties Jitendra K Tugnait 21 0 0 14 May 2025
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks Giulia Fracastoro Sophie M. Fosson Andrea Migliorati G. Calafiore 45 1 0 19 Jan 2025
A Unified Framework for Soft Threshold Pruning Yanqing Chen Zhengyu Ma Wei Fang Xiawu Zheng Zhaofei Yu Yonghong Tian 88 19 0 25 Feb 2023
Curriculum-based Asymmetric Multi-task Reinforcement Learning H. Huang Deheng Ye Li Shen Wen Liu 32 12 0 07 Nov 2022
Tensor Recovery Based on A Novel Non-convex Function Minimax Logarithmic Concave Penalty Function Hongbing Zhang Xinyi Liu Chang-Shu Liu Hongtao Fan Yajing Li Xinyun Zhu 27 7 0 25 Jun 2022
Reinforcement Learning with Heterogeneous Data: Estimation and Inference Elynn Y. Chen Rui Song Michael I. Jordan OffRL 24 10 0 31 Jan 2022
Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence Ganzhao Yuan 33 3 0 09 Sep 2021
Screening for a Reweighted Penalized Conditional Gradient Method Yifan Sun Francis R. Bach 18 0 0 02 Jul 2021
Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction Yunmei Chen Hongcheng Liu X. Ye Qingchao Zhang 61 23 0 22 Jul 2020
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence Meng Ding Tingzhu Huang Xile Zhao Tian-Hui Ma MQ 49 24 0 14 May 2020
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling Risheng Liu Pan Mu Jian Chen Xin-Yue Fan Zhongxuan Luo 38 25 0 18 Oct 2019
Robust Hierarchical-Optimization RLS Against Sparse Outliers Konstantinos Slavakis Sinjini Banerjee 16 7 0 11 Oct 2019
An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms Feiping Nie Zhanxuan Hu Xiaoqian Wang Rong Wang Xuelong Li Heng-Chiao Huang 22 0 0 02 Jul 2019
Screening Rules for Lasso with Non-Convex Sparse Regularizers A. Rakotomamonjy Gilles Gasso Joseph Salmon 36 24 0 16 Feb 2019
Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence Yi Tian Xu Qi Qi Qihang Lin Rong Jin Tianbao Yang 37 41 0 28 Nov 2018
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines Lei Guan Linbo Qiao Dongsheng Li Tao Sun Ke-shi Ge Xicheng Lu 36 14 0 11 Sep 2018
Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification Jean Feng N. Simon 24 99 0 21 Nov 2017
Proximal Gradient Method with Extrapolation and Line Search for a Class of Nonconvex and Nonsmooth Problems Lei Yang 35 23 0 18 Nov 2017
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
Informed Non-convex Robust Principal Component Analysis with Features Niannan Xue Jiankang Deng Yannis Panagakis S. Zafeiriou 21 7 0 14 Sep 2017
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization Qunwei Li Yi Zhou Yingbin Liang P. Varshney 21 94 0 14 May 2017
Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis Bo Jiang Tianyi Lin Shiqian Ma Shuzhong Zhang 23 146 0 09 May 2016
Fast Low-Rank Matrix Learning with Nonconvex Regularization Quanming Yao James T. Kwok Leon Wenliang Zhong 19 45 0 03 Dec 2015
What Objective Does Self-paced Learning Indeed Optimize? Deyu Meng Qian Zhao Lu Jiang 27 77 0 19 Nov 2015
Douglas-Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems Guoyin Li Ting Kei Pong 36 166 0 30 Sep 2014
Global convergence of splitting methods for nonconvex composite optimization Guoyin Li Ting Kei Pong 41 401 0 03 Jul 2014
Schatten- $p$ Quasi-Norm Regularized Matrix Optimization via Iterative Reweighted Singular Value Minimization Zhaosong Lu Yong Zhang 56 11 0 05 Jan 2014
Sequential Convex Programming Methods for A Class of Structured Nonlinear Programming Zhaosong Lu 59 28 0 10 Oct 2012