Fast Distributed k-Means with a Small Number of Rounds

31 January 2022

Papers citing "Fast Distributed k-Means with a Small Number of Rounds"

9 / 9 papers shown

Title
A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering Tom Hess Michal Moshkovitz Sivan Sabato 34 2 0 08 Feb 2021
Robust Federated Learning in a Heterogeneous Environment Avishek Ghosh Justin Hong Dong Yin Kannan Ramchandran OOD FedML 43 216 0 16 Jun 2019
Distributed $k$ -Clustering for Data with Heavy Noise Xiangyu Guo Shi Li 33 29 0 18 Oct 2018
A Practical Algorithm for Distributed Clustering and Outlier Detection Jiecao Chen Erfan Sadeqi Azer Qin Zhang 44 25 0 24 May 2018
Practical Coreset Constructions for Machine Learning Olivier Bachem Mario Lucic Andreas Krause 59 185 0 19 Mar 2017
Communication-Optimal Distributed Clustering Jiecao Chen He Sun David P. Woodruff Qin Zhang 40 48 0 01 Feb 2017
MLlib: Machine Learning in Apache Spark Xiangrui Meng Joseph K. Bradley Burak Yavuz Evan R. Sparks Shivaram Venkataraman ... Reynold Xin Michael Franklin R. Zadeh Matei A. Zaharia Ameet Talwalkar 58 1,783 0 26 May 2015
Distributed k-Means and k-Median Clustering on General Topologies Maria-Florina Balcan Steven Ehrlich Yingyu Liang 136 124 0 03 Jun 2013
Fast Clustering using MapReduce Alina Ene Sungjin Im Benjamin Moseley 88 229 0 07 Sep 2011