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Peer-to-Peer Learning + Consensus with Non-IID Data

Peer-to-Peer Learning + Consensus with Non-IID Data

Srinivasa Pranav
José M. F. Moura
ArXiv (abs)PDFHTML

Papers citing "Peer-to-Peer Learning + Consensus with Non-IID Data"

6 / 6 papers shown
Title
Peer-to-Peer Learning Dynamics of Wide Neural Networks
Peer-to-Peer Learning Dynamics of Wide Neural Networks
Shreyas Chaudhari
Srinivasa Pranav
Emile Anand
José M. F. Moura
96
3
0
23 Sep 2024
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
Han Cai
Ji Lin
Chengyue Wu
Zhijian Liu
Haotian Tang
Hanrui Wang
Ligeng Zhu
Song Han
84
113
0
25 Apr 2022
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
Anastasia Koloskova
Nicolas Loizou
Sadra Boreiri
Martin Jaggi
Sebastian U. Stich
FedML
87
515
0
23 Mar 2020
Collaborative Deep Learning in Fixed Topology Networks
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
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
Communication-Efficient Learning of Deep Networks from Decentralized Data
Communication-Efficient Learning of Deep Networks from Decentralized Data
H. B. McMahan
Eider Moore
Daniel Ramage
S. Hampson
Blaise Agüera y Arcas
FedML
410
17,615
0
17 Feb 2016

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