Clustering with Distributed Data

1 January 2019

Papers citing "Clustering with Distributed Data"

17 / 17 papers shown

Title
D $^2$ : Decentralized Training over Decentralized Data Hanlin Tang Xiangru Lian Ming Yan Ce Zhang Ji Liu 54 352 0 19 Mar 2018
Collaborative Deep Learning in Fixed Topology Networks Zhanhong Jiang Aditya Balu Chinmay Hegde Soumik Sarkar FedML 69 181 0 23 Jun 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent Xiangru Lian Ce Zhang Huan Zhang Cho-Jui Hsieh Wei Zhang Ji Liu 68 1,235 0 25 May 2017
Robust Communication-Optimal Distributed Clustering Algorithms Pranjal Awasthi Ainesh Bakshi Maria-Florina Balcan Colin White David Woodruff 35 9 0 02 Mar 2017
Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks Ying Sun G. Scutari Daniel P. Palomar 97 89 0 01 Jul 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 412 17,615 0 17 Feb 2016
Parallel and Distributed Methods for Nonconvex Optimization--Part II: Applications G. Scutari F. Facchinei Lorenzo Lampariello Peiran Song Stefania Sardellitti 55 258 0 15 Jan 2016
Partitioning Data on Features or Samples in Communication-Efficient Distributed Optimization? Chenxin Ma Martin Takáč 112 11 0 22 Oct 2015
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections C. Heinze Brian McWilliams N. Meinshausen 128 37 0 08 Jun 2015
Adding vs. Averaging in Distributed Primal-Dual Optimization Chenxin Ma Virginia Smith Martin Jaggi Michael I. Jordan Peter Richtárik Martin Takáč FedML 154 177 0 12 Feb 2015
Distributed k-means algorithm G. Oliva R. Setola Christoforos N. Hadjicostis 40 29 0 15 Dec 2013
Distributed k-Means and k-Median Clustering on General Topologies Maria-Florina Balcan Steven Ehrlich Yingyu Liang 191 124 0 03 Jun 2013
Excess-Risk of Distributed Stochastic Learners Zaid J. Towfic Jianshu Chen Ali H. Sayed 125 26 0 05 Feb 2013
Distributed Strongly Convex Optimization Konstantinos I. Tsianos Michael G. Rabbat 101 82 0 12 Jul 2012
$QD$ -Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations S. Kar José M. F. Moura H. Vincent Poor 111 189 0 30 Apr 2012
Gossip Algorithms for Distributed Signal Processing A. Dimakis S. Kar José M. F. Moura Michael G. Rabbat Anna Scaglione 156 857 0 27 Mar 2010
Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication S. Kar José M. F. Moura K. Ramanan 186 468 0 29 Aug 2008