One-Shot Coresets: The Case of k-Clustering

One-Shot Coresets: The Case of k-Clustering

27 November 2017

Olivier Bachem

Silvio Lattanzi

Papers citing "One-Shot Coresets: The Case of k-Clustering"

5 / 5 papers shown

Title
Training Gaussian Mixture Models at Scale via Coresets Mario Lucic Matthew Faulkner Andreas Krause Dan Feldman 67 101 0 23 Mar 2017
Practical Coreset Constructions for Machine Learning Olivier Bachem Mario Lucic Andreas Krause 67 186 0 19 Mar 2017
Scalable k-Means Clustering via Lightweight Coresets Olivier Bachem Mario Lucic Andreas Krause 23 21 0 27 Feb 2017
Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures Mario Lucic Olivier Bachem Andreas Krause 25 80 0 21 Aug 2015
Distributed k-Means and k-Median Clustering on General Topologies Maria-Florina Balcan Steven Ehrlich Yingyu Liang 145 124 0 03 Jun 2013