Methods › General › Optimization › ADMM › Papers, page 4
Alternating Direction Method of Multipliers
ADMM
Papers archive 2025-07-28
archive papers tagged: 398 · with a code link: 97 · where Syntology ran a sample: 15 (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (15 of 398 tagged: 13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 4 of 4: papers 301 to 398 of 398, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Estimating Time-Varying Graphical Models 11 Apr 2018 · 2 repositories · arXiv:1804.03811
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A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers 10 Apr 2018 · 4 repositories · arXiv:1804.03294Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks 9 Apr 2018 · 0 repositories · arXiv:1804.03193
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Image Segmentation using Sparse Subset Selection 8 Apr 2018 · 1 repository · arXiv:1804.02721
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A Block-wise, Asynchronous and Distributed ADMM Algorithm for General Form Consensus Optimization 24 Feb 2018 · 0 repositories · arXiv:1802.08882
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Continuous Relaxation of MAP Inference: A Nonconvex Perspective 21 Feb 2018 · 2 repositories · arXiv:1802.07796
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An Efficient Semismooth Newton Based Algorithm for Convex Clustering 20 Feb 2018 · 0 repositories · arXiv:1802.07091
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Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers 15 Feb 2018 · 1 repository · arXiv:1802.05747
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LSALSA: Accelerated Source Separation via Learned Sparse Coding 13 Feb 2018 · 0 repositories · arXiv:1802.06875
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Mini-Batch Stochastic ADMMs for Nonconvex Nonsmooth Optimization 8 Feb 2018 · 0 repositories · arXiv:1802.03284
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Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging 2 Jan 2018 · 0 repositories · arXiv:1801.00605
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Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis 8 Dec 2017 · 0 repositories · arXiv:1712.02979
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A Local Analysis of Block Coordinate Descent for Gaussian Phase Retrieval 6 Dec 2017 · 0 repositories · arXiv:1712.02083
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ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization 1 Dec 2017 · 0 repositories
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An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series 22 Nov 2017 · 0 repositories · arXiv:1711.08392
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Scalable Peaceman-Rachford Splitting Method with Proximal Terms 14 Nov 2017 · 0 repositories · arXiv:1711.04955
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Sparse-View X-Ray CT Reconstruction Using ℓ₁ Prior with Learned Transform 2 Nov 2017 · 0 repositories · arXiv:1711.00905
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Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications 21 Oct 2017 · 0 repositories · arXiv:1710.07804
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A Memristor-Based Optimization Framework for AI Applications 18 Oct 2017 · 0 repositories · arXiv:1710.08882
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Robust Decentralized Learning Using ADMM with Unreliable Agents 14 Oct 2017 · 0 repositories · arXiv:1710.05241
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How is Distributed ADMM Affected by Network Topology? 2 Oct 2017 · 0 repositories · arXiv:1710.00889
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Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus 1 Oct 2017 · 0 repositories
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High-Dimensional Dependency Structure Learning for Physical Processes 12 Sep 2017 · 0 repositories · arXiv:1709.03891
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An inner-loop free solution to inverse problems using deep neural networks 6 Sep 2017 · 0 repositories · arXiv:1709.01841
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Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus 4 Aug 2017 · 0 repositories · arXiv:1708.01413
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Learning Latent Space Models with Angular Constraints 1 Aug 2017 · 0 repositories
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Accelerated Variance Reduced Stochastic ADMM 11 Jul 2017 · 0 repositories · arXiv:1707.03190
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Convolutional Dictionary Learning: Acceleration and Convergence 3 Jul 2017 · 1 repository · arXiv:1707.00389
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Scalable Online Convolutional Sparse Coding 21 Jun 2017 · 0 repositories · arXiv:1706.06972
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Adaptive Consensus ADMM for Distributed Optimization 9 Jun 2017 · 0 repositories · arXiv:1706.02869
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Plug-and-Play Unplugged: Optimization Free Reconstruction using Consensus Equilibrium 24 May 2017 · 0 repositories · arXiv:1705.08983
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ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI 19 May 2017 · 0 repositories · arXiv:1705.06869
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Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs 14 May 2017 · 0 repositories · arXiv:1705.05020
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Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation 10 Apr 2017 · 0 repositories · arXiv:1704.02712
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Markov Chain Lifting and Distributed ADMM 10 Mar 2017 · 0 repositories · arXiv:1703.03859
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Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal acceleration 21 Feb 2017 · 1 repository · arXiv:1702.06234Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses 13 Feb 2017 · 0 repositories · arXiv:1702.03690
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An Empirical Study of ADMM for Nonconvex Problems 10 Dec 2016 · 0 repositories · arXiv:1612.03349
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Deep ADMM-Net for Compressive Sensing MRI 1 Dec 2016 · 0 repositories
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The Little Engine that Could: Regularization by Denoising (RED) 9 Nov 2016 · 2 repositories · arXiv:1611.02862
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Optimization for Large-Scale Machine Learning with Distributed Features and Observations 31 Oct 2016 · 1 repository · arXiv:1610.10060
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SDP Relaxation with Randomized Rounding for Energy Disaggregation 29 Oct 2016 · 2 repositories · arXiv:1610.09491
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Decentralized Collaborative Learning of Personalized Models over Networks 17 Oct 2016 · 0 repositories · arXiv:1610.05202
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Stochastic Alternating Direction Method of Multipliers with Variance Reduction for Nonconvex Optimization 10 Oct 2016 · 0 repositories · arXiv:1610.02758
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Distributed Convex Optimization with Many Convex Constraints 7 Oct 2016 · 0 repositories · arXiv:1610.02967
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Accelerated first-order primal-dual proximal methods for linearly constrained composite convex programming 29 Jun 2016 · 0 repositories · arXiv:1606.09155
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An Application of Network Lasso Optimization For Ride Sharing Prediction 10 Jun 2016 · 0 repositories · arXiv:1606.03276
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Adaptive ADMM with Spectral Penalty Parameter Selection 24 May 2016 · 0 repositories · arXiv:1605.07246
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Randomized Primal-Dual Proximal Block Coordinate Updates 19 May 2016 · 0 repositories · arXiv:1605.05969
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Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis 9 May 2016 · 0 repositories · arXiv:1605.02408
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Distributed stochastic optimization for deep learning (thesis) 7 May 2016 · 0 repositories · arXiv:1605.02216
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Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications 5 May 2016 · 0 repositories · arXiv:1605.01710
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ℓₚ-Box ADMM: A Versatile Framework for Integer Programming 26 Apr 2016 · 0 repositories · arXiv:1604.07666
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Stochastic Variance-Reduced ADMM 24 Apr 2016 · 0 repositories · arXiv:1604.07070
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Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes 14 Feb 2016 · 0 repositories · arXiv:1602.05112
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Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors 12 Feb 2016 · 0 repositories · arXiv:1602.04052
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A Framework for Fast Image Deconvolution with Incomplete Observations 3 Feb 2016 · 1 repository · arXiv:1602.01410
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Algorithm-Induced Prior for Image Restoration 1 Feb 2016 · 0 repositories · arXiv:1602.00715
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Practical Algorithms for Learning Near-Isometric Linear Embeddings 1 Jan 2016 · 0 repositories · arXiv:1601.00062
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An Explicit Rate Bound for the Over-Relaxed ADMM 7 Dec 2015 · 0 repositories · arXiv:1512.02063
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Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing 1 Dec 2015 · 0 repositories
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Alternating direction method of multipliers for regularized multiclass support vector machines 30 Nov 2015 · 0 repositories · arXiv:1511.09153
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Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with the Ordered l1-Norm 18 Nov 2015 · 0 repositories · arXiv:1511.05864
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Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting 14 Nov 2015 · 0 repositories · arXiv:1511.05133
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Facial Expression Recognition Using Sparse Gaussian Conditional Random Field 6 Nov 2015 · 0 repositories · arXiv:1511.02023
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Distributed Weighted Parameter Averaging for SVM Training on Big Data 30 Sep 2015 · 0 repositories · arXiv:1509.09030
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Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support 30 Sep 2015 · 2 repositories · arXiv:1510.00012
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Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance 9 Sep 2015 · 0 repositories · arXiv:1509.02604
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Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis 9 Sep 2015 · 0 repositories · arXiv:1509.02597
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Decentralized Joint-Sparse Signal Recovery: A Sparse Bayesian Learning Approach 9 Jul 2015 · 0 repositories · arXiv:1507.02387
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A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization 13 Jun 2015 · 0 repositories · arXiv:1506.04209
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Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems 16 May 2015 · 0 repositories · arXiv:1505.04252
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Convex Denoising using Non-Convex Tight Frame Regularization 4 Apr 2015 · 0 repositories · arXiv:1504.00976
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Learning Scale-Free Networks by Dynamic Node-Specific Degree Prior 7 Mar 2015 · 0 repositories · arXiv:1503.02129
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Scalable Stochastic Alternating Direction Method of Multipliers 12 Feb 2015 · 0 repositories · arXiv:1502.03529
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A new ADMM algorithm for the Euclidean median and its application to robust patch regression 16 Jan 2015 · 0 repositories · arXiv:1501.03879
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Deep learning with Elastic Averaging SGD 20 Dec 2014 · 10 repositories · arXiv:1412.6651Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 11 unverified (of 12 harvested samples)
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Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition 1 Dec 2014 · 0 repositories
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Parallel Direction Method of Multipliers 1 Dec 2014 · 0 repositories
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Trend Filtering on Graphs 28 Oct 2014 · 0 repositories · arXiv:1410.7690
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Dissimilarity-based Sparse Subset Selection 25 Jul 2014 · 0 repositories · arXiv:1407.6810
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Large-scale Supervised Hierarchical Feature Learning for Face Recognition 6 Jul 2014 · 0 repositories · arXiv:1407.1490
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Generalized Dantzig Selector: Application to the k-support norm 20 Jun 2014 · 0 repositories · arXiv:1406.5291
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Fast and Flexible ADMM Algorithms for Trend Filtering 9 Jun 2014 · 4 repositories · arXiv:1406.2082
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ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images 31 Mar 2014 · 0 repositories · arXiv:1403.7877
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Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Noisy Matrix Decomposition 20 Feb 2014 · 2 repositories · arXiv:1402.5131
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A convergence proof of the split Bregman method for regularized least-squares problems 18 Feb 2014 · 0 repositories · arXiv:1402.4371
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MRFalign: Protein Homology Detection through Alignment of Markov Random Fields 12 Jan 2014 · 0 repositories · arXiv:1401.2668
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Communication Efficient Distributed Optimization using an Approximate Newton-type Method 30 Dec 2013 · 1 repository · arXiv:1312.7853
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Adaptive Stochastic Alternating Direction Method of Multipliers 16 Dec 2013 · 0 repositories · arXiv:1312.4564
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ADMM Algorithm for Graphical Lasso with an ℓ_∞ Element-wise Norm Constraint 28 Nov 2013 · 0 repositories · arXiv:1311.7198
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Stochastic Dual Coordinate Ascent with Alternating Direction Multiplier Method 4 Nov 2013 · 0 repositories · arXiv:1311.0622
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Bethe-ADMM for Tree Decomposition based Parallel MAP Inference 26 Sep 2013 · 0 repositories · arXiv:1309.6829
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A Hypergraph-Partitioned Vertex Programming Approach for Large-scale Consensus Optimization 30 Aug 2013 · 0 repositories · arXiv:1308.6823
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Fast Stochastic Alternating Direction Method of Multipliers 16 Aug 2013 · 0 repositories · arXiv:1308.3558
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Bregman Alternating Direction Method of Multipliers 13 Jun 2013 · 0 repositories · arXiv:1306.3203
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An Improved Three-Weight Message-Passing Algorithm 8 May 2013 · 0 repositories · arXiv:1305.1961
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Splitting Methods for Convex Clustering 1 Apr 2013 · 1 repository · arXiv:1304.0499