Clustering Partially Observed Graphs via Convex Optimization

25 April 2011

Sujay Sanghavi

Papers citing "Clustering Partially Observed Graphs via Convex Optimization"

20 / 20 papers shown

Title
Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models Tri Dao Beidi Chen Kaizhao Liang Jiaming Yang Zhao-quan Song Atri Rudra Christopher Ré 33 75 0 30 Nov 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 40 165 0 15 Dec 2020
Convex optimization for the densest subgraph and densest submatrix problems Polina Bombina Brendan P. W. Ames 27 9 0 05 Apr 2019
Self-Expressive Subspace Clustering to Recognize Motion Dynamics of a Multi-Joint Coordination for Chronic Ankle Instability Shaodi Qian S. Yen Eric Folmar C. Chou 16 3 0 06 Jan 2019
Interpretable Matrix Completion: A Discrete Optimization Approach Dimitris Bertsimas M. Li 14 7 0 17 Dec 2018
Semi-Blind Inference of Topologies and Dynamical Processes over Graphs V. Ioannidis Yanning Shen G. Giannakis 22 57 0 16 May 2018
Clustering with Noisy Queries A. Mazumdar B. Saha 23 95 0 22 Jun 2017
Graph sketching-based Space-efficient Data Clustering Anne Morvan K. Choromanski Cédric Gouy-Pailler Jamal Atif 21 3 0 07 Mar 2017
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 28 200 0 17 Oct 2016
Graph Connectivity in Noisy Sparse Subspace Clustering Yining Wang Yu-Xiang Wang Aarti Singh 35 9 0 04 Apr 2015
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions Bruce Hajek Yihong Wu Jiaming Xu 35 136 0 26 Feb 2015
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 50 139 0 23 Apr 2014
Near-Optimal Joint Object Matching via Convex Relaxation Yuxin Chen Leonidas J. Guibas Qi-Xing Huang 39 141 0 06 Feb 2014
Jointly Clustering Rows and Columns of Binary Matrices: Algorithms and Trade-offs Jiaming Xu Rui Wu Kai Zhu Bruce Hajek R. Srikant Lei Ying 60 44 0 01 Oct 2013
Recovery guarantees for exemplar-based clustering Abhinav Nellore Rachel A. Ward 67 36 0 12 Sep 2013
Noisy Sparse Subspace Clustering Yu-Xiang Wang Huan Xu NoLa 66 201 0 05 Sep 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 41 1,064 0 03 Dec 2012
Improved Graph Clustering Yudong Chen Sujay Sanghavi Huan Xu 94 191 0 11 Oct 2012
Clustering using Max-norm Constrained Optimization A. Jalali Nathan Srebro 31 32 0 25 Feb 2012
Learning the Dependence Graph of Time Series with Latent Factors A. Jalali Sujay Sanghavi CML 52 44 0 09 Jun 2011