Scalable and Robust Community Detection with Randomized Sketching

Scalable and Robust Community Detection with Randomized Sketching

25 May 2018

Papers citing "Scalable and Robust Community Detection with Randomized Sketching"

15 / 15 papers shown

Title
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection V. Ioannidis Ahmed S. Zamzam G. Giannakis N. Sidiropoulos 15 50 0 22 Sep 2018
Spatial Random Sampling: A Structure-Preserving Data Sketching Tool M. Rahmani George Atia 46 13 0 09 May 2017
Semidefinite Programs for Exact Recovery of a Hidden Community Bruce Hajek Yihong Wu Jiaming Xu 77 32 0 20 Feb 2016
Convexified Modularity Maximization for Degree-corrected Stochastic Block Models Yudong Chen Xiaodong Li Jiaming Xu 42 115 0 28 Dec 2015
Randomized Robust Subspace Recovery for High Dimensional Data Matrices M. Rahmani George Atia 49 57 0 21 May 2015
High Dimensional Low Rank plus Sparse Matrix Decomposition M. Rahmani George Atia 103 77 0 01 Feb 2015
Efficient Clustering with Limited Distance Information Konstantin Voevodski Maria-Florina Balcan Heiko Röglin S. Teng Yu Xia 47 27 0 09 Aug 2014
Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling Xingguo Li Jarvis Haupt 59 59 0 01 Jul 2014
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 141 140 0 23 Apr 2014
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices Yudong Chen Jiaming Xu 167 213 0 06 Feb 2014
Improved Graph Clustering Yudong Chen Sujay Sanghavi Huan Xu 134 191 0 11 Oct 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 95 2,326 0 05 Mar 2012
Distributed Matrix Completion and Robust Factorization Lester W. Mackey Ameet Talwalkar Michael I. Jordan 76 199 0 05 Jul 2011
Clustering Partially Observed Graphs via Convex Optimization Yudong Chen A. Jalali Sujay Sanghavi Huan Xu 101 179 0 25 Apr 2011
A Tutorial on Spectral Clustering U. V. Luxburg 202 10,497 0 01 Nov 2007

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