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Distributed Learning Systems with First-Order Methods

av Ji Liu
Om Distributed Learning Systems with First-Order Methods

Provides a brief introduction to three distributed learning techniques that have recently been developed: lossy communication compression, asynchronous communication, and decentralized communication. These have significant impact on the work in both the system and machine learning and mathematical optimization communities.

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  • Språk:
  • Engelsk
  • ISBN:
  • 9781680837001
  • Bindende:
  • Paperback
  • Sider:
  • 108
  • Utgitt:
  • 24 juni 2020
  • Dimensjoner:
  • 156x234x0 mm.
  • Vekt:
  • 165 g.
  Gratis frakt
Leveringstid: 2-4 uker
Forventet levering: 15 oktober 2024

Beskrivelse av Distributed Learning Systems with First-Order Methods

Provides a brief introduction to three distributed learning techniques that have recently been developed: lossy communication compression, asynchronous communication, and decentralized communication. These have significant impact on the work in both the system and machine learning and mathematical optimization communities.

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