Improving Gossip Learning via Limited Model Merging

This publication has 15 references indexed in Scilit:

• Decentralized learning works: An empirical comparison of gossip learning and federated learning
  Journal of Parallel and Distributed Computing, 2021
• Gossip Learning: Off the Beaten Path
  2019
• Token Account Algorithms: The Best of the Proactive and Reactive Worlds
  2018
• Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
  IEEE Transactions on Medical Imaging, 2016
• Defining and understanding smartphone churn over the internet: A measurement study
  2014
• Gossip learning with linear models on fully distributed data
  Concurrency and Computation: Practice and Experience, 2012
• Stochastic Gradient Descent Tricks
  2012
• PeerSim: A scalable P2P simulator
  2009
• Adaptive Peer Sampling with Newscast
  2009
• Gradient-based learning applied to document recognition
  Proceedings of the IEEE, 1998