Distributed k-Means and k-Median Clustering on General Topologies

3 June 2013

Papers citing "Distributed k-Means and k-Median Clustering on General Topologies"

16 / 16 papers shown

Title
Distributed Clustering based on Distributional Kernel Hang Zhang Yang Xu Lei Gong Ye Zhu Kai Ming Ting 18 0 0 14 Sep 2024
Dataset Distillation Meets Provable Subset Selection M. Tukan Alaa Maalouf Margarita Osadchy DD 39 4 0 16 Jul 2023
Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy R. Saha Mohamed Seif M. Yemini Andrea J. Goldsmith H. Vincent Poor FedML 32 2 0 28 Feb 2023
Differentially Private Federated Clustering over Non-IID Data Yiwei Li Shuai Wang Chong-Yung Chi Tony Q.S. Quek FedML 33 12 0 03 Jan 2023
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$ -Means Clustering Lingxiao Huang Zhize Li Jialin Sun Haoyu Zhao FedML 44 9 0 26 Oct 2022
Secure Federated Clustering Songze Li Sizai Hou Baturalp Buyukates A. Avestimehr FedML 23 9 0 31 May 2022
A Dynamic Mode Decomposition Approach for Decentralized Spectral Clustering of Graphs Hongyu Zhu Stefan Klus Tuhin Sahai 15 6 0 26 Feb 2022
Fast Distributed k-Means with a Small Number of Rounds Tom Hess Ron Visbord Sivan Sabato 26 1 0 31 Jan 2022
An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering Kun Li Liang Yuan Yunquan Zhang Gongwei Chen 10 0 0 22 Apr 2021
Heterogeneity for the Win: One-Shot Federated Clustering D. Dennis Tian Li Virginia Smith FedML 27 146 0 01 Mar 2021
Approximation Algorithms for Distributed Multi-Robot Coverage in Non-Convex Environments Armin Sadeghi A. Asghar Stephen L. Smith 11 2 0 05 May 2020
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization Shuai Wang Tsung-Hui Chang Ying Cui J. Pang 6 29 0 03 Jun 2019
Online Distributed Estimation of Principal Eigenspaces Davoud Ataee Tarzanagh Mohamad Kazem Shirani Faradonbeh George Michailidis 19 2 0 17 May 2019
Robust Coreset Construction for Distributed Machine Learning Hanlin Lu Ming-Ju Li T. He Shiqiang Wang Vijay Narayanan Kevin S. Chan OOD 19 25 0 11 Apr 2019
Communication Efficient Distributed Agnostic Boosting Shang-Tse Chen Maria-Florina Balcan Duen Horng Chau FedML 23 24 0 21 Jun 2015
Dimensionality Reduction for k-Means Clustering and Low Rank Approximation Michael B. Cohen Sam Elder Cameron Musco Christopher Musco Madalina Persu 48 355 0 24 Oct 2014