[PDF.65xg] Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)

Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)

[PDF.qe32] Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)

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 | #1425900 in Books |  1998-06-26 | Original language:English | PDF # 1 |  9.00 x.80 x6.20l,1.09 | File type: PDF | 216 pages

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|| ||"This well-written monograph provides a stimulating and insightful perspective on the latest and greatest advances in capacity-approaching codes and other areas within the general framework of graphical models. Anyone doing research in these areas should read

A variety of problems in machine learning and digital communication deal with complex but structured natural or artificial systems. In this book, Brendan 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 rando...

You easily download any file type for your gadget.Graphical Models for Machine Learning and Digital Communication (Adaptive Computation and Machine Learning)   |  Brendan J. Frey. A good, fresh read, highly recommended.

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