Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm

4 October 2018

Papers citing "Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm"

8 / 8 papers shown

Title
Clusterpath Gaussian Graphical Modeling Daniel J. W. Touw A. Alfons Patrick J. F. Groenen I. Wilms 95 0 0 30 Jun 2024
Provable Convex Co-clustering of Tensors Eric C. Chi Brian R. Gaines W. Sun Hua Zhou Jian Yang 49 44 0 17 Mar 2018
An Efficient Semismooth Newton Based Algorithm for Convex Clustering Yancheng Yuan Defeng Sun Kim-Chuan Toh 32 28 0 20 Feb 2018
Clustering subgaussian mixtures by semidefinite programming D. Mixon Soledad Villar Rachel A. Ward 98 95 0 22 Feb 2016
Statistical Properties of Convex Clustering Kean Ming Tan Daniela Witten 56 89 0 28 Mar 2015
$Convex clustering via $\ell_1$ fusion penalization$ Convex clustering via $\ell_1$ fusion penalization P. Radchenko Gourab Mukherjee 98 37 0 02 Dec 2014
Relax, no need to round: integrality of clustering formulations Pranjal Awasthi Afonso S. Bandeira Moses Charikar Ravishankar Krishnaswamy Soledad Villar Rachel A. Ward 130 114 0 18 Aug 2014
Splitting Methods for Convex Clustering Eric C. Chi K. Lange 98 266 0 01 Apr 2013