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  5. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

af Stephen Boyd

indgår i Foundations and Trends (R) in Machine Learning serien

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers af Stephen Boyd
Bag om Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Argues that the alternating direction method of multipliers is well suited to distributed convex optimization, and in particular to large-scale problems arising in statistics, machine learning, and related areas.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601984609
  • Indbinding:
  • Paperback
  • Sideantal:
  • 140
  • Udgivet:
  • 30. juni 2011
  • Størrelse:
  • 156x236x12 mm.
  • Vægt:
  • 228 g.
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Leveringstid: 8-11 hverdage
Forventet levering: 16. januar 2025

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Argues that the alternating direction method of multipliers is well suited to distributed convex optimization, and in particular to large-scale problems arising in statistics, machine learning, and related areas.

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