Robust Communication-Optimal Distributed Clustering Algorithms

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Robust Communication-Optimal Distributed Clustering Algorithms

2 March 2017

Pranjal Awasthi

Maria-Florina Balcan

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Papers citing "Robust Communication-Optimal Distributed Clustering Algorithms"

8 / 8 papers shown

Title
Communication-Optimal Distributed Clustering Jiecao Chen He Sun David P. Woodruff Qin Zhang 69 48 0 01 Feb 2017
Data Driven Resource Allocation for Distributed Learning Travis Dick Mu Li Krishna Pillutla Colin White Maria-Florina Balcan Alex Smola 96 16 0 15 Dec 2015
$k$ -center Clustering under Perturbation Resilience Maria-Florina Balcan Nika Haghtalab Colin White OOD 97 50 0 14 May 2015
Improved Distributed Principal Component Analysis Maria-Florina Balcan Vandana Kanchanapally Yingyu Liang David P. Woodruff 113 149 0 25 Aug 2014
On Communication Cost of Distributed Statistical Estimation and Dimensionality A. Garg Tengyu Ma Huy Le Nguyen 100 102 0 07 May 2014
Distributed k-Means and k-Median Clustering on General Topologies Maria-Florina Balcan Steven Ehrlich Yingyu Liang 191 124 0 03 Jun 2013
Improved Spectral-Norm Bounds for Clustering Pranjal Awasthi Or Sheffet 310 115 0 14 Jun 2012
Clustering under Perturbation Resilience Maria-Florina Balcan Yingyu Liang OOD 119 88 0 05 Dec 2011