Scalable k-Means Clustering via Lightweight Coresets

v1v2 (latest)

Scalable k-Means Clustering via Lightweight Coresets

27 February 2017

Olivier Bachem

ArXiv (abs)PDF HTML

Papers citing "Scalable k-Means Clustering via Lightweight Coresets"

6 / 6 papers shown

Title
FMGNN: Fused Manifold Graph Neural Network Cheng Deng Fan Xu Jiaxing Ding Luoyi Fu Weinan Zhang Xinbing Wang 111 3 0 03 Apr 2023
Optimal Bounds on the VC-dimension Mónika Csikós A. Kupavskii Nabil H. Mustafa 23 10 0 20 Jul 2018
One-Shot Coresets: The Case of k-Clustering Olivier Bachem Mario Lucic Silvio Lattanzi 73 40 0 27 Nov 2017
Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and $k$ -means D. Forster Jörg Lücke 61 13 0 09 Nov 2017
Clustering in Hilbert simplex geometry Frank Nielsen Ke Sun 65 16 0 03 Apr 2017
Training Gaussian Mixture Models at Scale via Coresets Mario Lucic Matthew Faulkner Andreas Krause Dan Feldman 93 101 0 23 Mar 2017