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Language: en
Pages: 1270
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Type: BOOK - Published: 2009-07-31 - Publisher: MIT Press
A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making deci
Language: en
Pages: 450
Pages: 450
Type: BOOK - Published: 2001 - Publisher: MIT Press
This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selecti
Language: en
Pages: 658
Pages: 658
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media
In the past decade, a number of different research communities within the computational sciences have studied learning in networks, starting from a number of di
Language: en
Pages: 612
Pages: 612
Type: BOOK - Published: 2018-11-12 - Publisher: CRC Press
A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computati
Language: en
Pages: 187
Pages: 187
Type: BOOK - Published: 2012-02-22 - Publisher: Springer Science & Business Media
Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments