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  5. Graphical Models, Exponential Families, and Variational Inference

Graphical Models, Exponential Families, and Variational Inference - Martin J. Wainwright - Bog

af Martin J. Wainwright

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

Graphical Models, Exponential Families, and Variational Inference af Martin J. Wainwright
Bag om Graphical Models, Exponential Families, and Variational Inference

Working with exponential family representations, and exploiting the conjugate duality between the cumulant function and the entropy for exponential families, this book develops general variational representations of the problems of computing likelihoods, marginal probabilities and most probable configurations.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601981844
  • Indbinding:
  • Paperback
  • Sideantal:
  • 324
  • Udgivet:
  • 15. December 2008
  • Størrelse:
  • 234x157x20 mm.
  • Vægt:
  • 548 g.
  • 8-11 hverdage.
  • 18. Oktober 2024

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Prøv i 30 dage for 45 kr.
Herefter fra 79 kr./md. Ingen binding.

Bag om Martin J. Wainwright

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Beskrivelse af Graphical Models, Exponential Families, and Variational Inference

Working with exponential family representations, and exploiting the conjugate duality between the cumulant function and the entropy for exponential families, this book develops general variational representations of the problems of computing likelihoods, marginal probabilities and most probable configurations.

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