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http://worldcat.org/entity/work/id/993670

Graphical models for machine learning and digital communication

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about

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description

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  • "A variety of problems in machine learning and digital communication deal with complex but structured natural or artificial systems. In this book, Brendan J. Frey uses graphical models as an overarching framework to describe and solve problems of pattern classification, unsupervised learning, data compression, and channel coding. Using probabilistic structures such as Bayesian belief networks and Markov random fields, he is able to describe the relationships between random variables in these systems and to apply graph-based inference techniques to develop new algorithms."

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  • "Ressources internet"
  • "Electronic books"@en

name

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  • "Graphical models for machine learning and digital communication"@it
  • "Graphical models for machine learning and digital communication"
  • "Graphical models for machine learning and digital communication"@en

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