Communication-efficient Distributed Optimization and Federated Learning

  • Renyuan NI

Student thesis: Doctoral Thesis

Abstract

Please refer to the "Abstract & TOC" file on the right side
Date of Award28 Aug 2024
Original languageEnglish
SupervisorJun FAN (Supervisor)

User-Defined Keywords

  • federated learning
  • gradient compression
  • error compensation
  • decentralized stochastic optimization
  • logistic regression

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Documents

  • Full Text

    File: application/pdf, 1.17 MB

    Type: Thesis

  • Abstract & TOC

    File: application/pdf, 30.3 KB

    Type: Supplementary materials

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