• Topics:
• Stochastic Gradient Methods

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Citation

• On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning (pdf, software)
  A. Hashemi, A. Acharya, R. Das, H. Vikalo, S. Sanghavi, I. Dhillon.
  IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS) , December 2021.
  
  Bibtex:
  
  @article{hashemi2021ontheben, author = "Abolfazl Hashemi AND Anish Acharya AND Rudrajit Das AND Haris Vikalo AND Sujay Sanghavi AND Inderjit S. Dhillon", title = "On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning", journal = "IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS)", year = "2021", month = "dec" }