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Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning

18 October 2013

Papers citing "Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning"

31 / 31 papers shown

Title
Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise Xiaofei Wu Rongmei Liang 58 0 0 23 Apr 2025
High-Performance Privacy-Preserving Matrix Completion for Trajectory Recovery Jiahao Guo An-Bao Xu 27 0 0 09 May 2024
Auto-weighted low-rank representation for clustering Zhiqiang Fu Yao Zhao Dongxia Chang Xingxing Zhang Yiming Wang 14 16 0 26 Apr 2021
Polarization Guided Specular Reflection Separation Sijia Wen Yingqiang Zheng Feng Lu 35 33 0 22 Mar 2021
Research on Clustering Performance of Sparse Subspace Clustering Wenkui Fu Xiaojun Wu Hefeng Yin Wen-Bo Hu 8 0 0 21 Dec 2019
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data Minjie Wang Genevera I. Allen 57 31 0 11 Dec 2019
Tensor Q-Rank: New Data Dependent Definition of Tensor Rank Hao Kong Canyi Lu Zhouchen Lin 58 40 0 26 Oct 2019
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM Risheng Liu Pan Mu Jin Zhang 39 6 0 24 Sep 2019
Evolutionary Self-Expressive Models for Subspace Clustering Abolfazl Hashemi H. Vikalo 67 10 0 29 Oct 2018
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method Li Shen Peng Sun Yitong Wang Wen Liu Tong Zhang 13 3 0 16 May 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization Risheng Liu Shichao Cheng Yi He Xin-Yue Fan Zhongxuan Luo 51 7 0 28 Apr 2018
Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm Canyi Lu Jiashi Feng Yudong Chen Wen Liu Zhouchen Lin Shuicheng Yan 106 768 0 10 Apr 2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs Maryam Abdolali Nicolas Gillis Mohammad Rahmati 51 31 0 21 Feb 2018
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 75 18 0 08 Dec 2017
Collaborative Low-Rank Subspace Clustering Stephen Tierney Yi Guo Junbin Gao SSL 23 0 0 13 Apr 2017
Tractable Clustering of Data on the Curve Manifold Stephen Tierney Junbin Gao Yi Guo Zheng Zhang 15 0 0 13 Apr 2017
Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering Stephen Tierney Yi Guo Junbin Gao 33 15 0 13 Apr 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation Zheng Xu Mário A. T. Figueiredo Xiaoming Yuan Christoph Studer Tom Goldstein 43 42 0 10 Apr 2017
Robust Hashing for Multi-View Data: Jointly Learning Low-Rank Kernelized Similarity Consensus and Hash Functions Lin Wu Yang Wang 130 45 0 17 Nov 2016
Subspace clustering based on low rank representation and weighted nuclear norm minimization Yu Song Yiquan Wu 25 2 0 12 Oct 2016
Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices Ming Yin Shengli Xie Yi Guo Junbin Gao Yun Zhang 31 1 0 27 Jan 2016
Block-Diagonal Sparse Representation by Learning a Linear Combination Dictionary for Recognition Xinglin Piao Yongli Hu Yanfeng Sun Junbin Gao Baocai Yin 22 3 0 07 Jan 2016
Low-Rank Representation over the Manifold of Curves Stephen Tierney Junbin Gao Yi Guo Zhengwu Zhang 27 2 0 05 Jan 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds Ming Yin Yi Guo Junbin Gao Zhaoshui He Shengli Xie 74 105 0 04 Jan 2016
Tensor Sparse and Low-Rank based Submodule Clustering Method for Multi-way Data Xinglin Piao Yongli Hu Junbin Gao Yanfeng Sun Zhouchen Lin Baocai Yin 47 14 0 02 Jan 2016
Relaxed Majorization-Minimization for Non-smooth and Non-convex Optimization Chen Xu Zhouchen Lin Zhenyu Zhao H. Zha 60 13 0 25 Nov 2015
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting Canyi Lu Huan Li Zhouchen Lin Shuicheng Yan 136 19 0 14 Nov 2015
Segmentation of Subspaces in Sequential Data Stephen Tierney Yi Guo Junbin Gao 48 7 0 16 Apr 2015
Correlation Adaptive Subspace Segmentation by Trace Lasso Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 61 201 0 18 Jan 2015
Robust Estimation of 3D Human Poses from a Single Image Chunyu Wang Yizhou Wang Zhouchen Lin Alan Yuille Wen Gao 3DH 117 211 0 09 Jun 2014
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization Canyi Lu Yunchao Wei Zhouchen Lin Shuicheng Yan 57 22 0 28 Apr 2014