Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data

11 December 2019

Papers citing "Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data"

18 / 18 papers shown

Title
Feature Selection for Data Integration with Mixed Multi-view Data Yulia Baker Tiffany M. Tang Genevera I. Allen 53 15 0 27 Mar 2019
Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization Michael Weylandt John Nagorski Genevera I. Allen 73 32 0 06 Jan 2019
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm Defeng Sun Kim-Chuan Toh Yancheng Yuan 68 68 0 04 Oct 2018
Recovering Trees with Convex Clustering Eric C. Chi Stefan Steinerberger 44 30 0 28 Jun 2018
Provable Convex Co-clustering of Tensors Eric C. Chi Brian R. Gaines W. Sun Hua Zhou Jian Yang 65 44 0 17 Mar 2018
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting Canyi Lu Huan Li Zhouchen Lin Shuicheng Yan 128 19 0 14 Nov 2015
Statistical Properties of Convex Clustering Kean Ming Tan Daniela Witten 85 89 0 28 Mar 2015
$Convex clustering via $\ell_1$ fusion penalization$ Convex clustering via $\ell_1$ fusion penalization P. Radchenko Gourab Mukherjee 117 37 0 02 Dec 2014
Convex Biclustering Eric C. Chi Genevera I. Allen Richard G. Baraniuk 106 101 0 05 Aug 2014
$Sparse K-Means with $\ell_{\infty}/\ell_0$ Penalty for High-Dimensional Data Clustering$ Sparse K-Means with $\ell_{\infty}/\ell_0$ Penalty for High-Dimensional Data Clustering Xiangyu Chang Yu Wang Rongjian Li Zongben Xu 76 17 0 31 Mar 2014
A Blockwise Descent Algorithm for Group-penalized Multiresponse and Multinomial Regression N. Simon J. Friedman Trevor Hastie 100 89 0 26 Nov 2013
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning Zhouchen Lin Risheng Liu Zhixun Su 82 195 0 18 Oct 2013
Identifying cancer subtypes in glioblastoma by combining genomic, transcriptomic and epigenomic data R. Savage Zoubin Ghahramani Jim Griffin Paul D. W. Kirk D. Wild 52 17 0 12 Apr 2013
Splitting Methods for Convex Clustering Eric C. Chi K. Lange 127 266 0 01 Apr 2013
Bayesian Consensus Clustering E. Lock David B. Dunson 63 259 0 28 Feb 2013
All-at-once Optimization for Coupled Matrix and Tensor Factorizations E. Acar T. Kolda Daniel M. Dunlavy 100 291 0 17 May 2011
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types E. Lock K. Hoadley J. S. Marron A. Nobel DRL 109 470 0 20 Feb 2011
Adaptive Lasso for High Dimensional Regression and Gaussian Graphical Modeling Shuheng Zhou Sara van de Geer Peter Buhlmann 132 81 0 13 Mar 2009