Related Books

Probabilistic Graphical Models
Language: en
Pages: 1270
Authors: Daphne Koller
Categories: Computers
Type: BOOK - Published: 2009-07-31 - Publisher: MIT Press

DOWNLOAD EBOOK

A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making deci
Graphical Models
Language: en
Pages: 450
Authors: Michael Irwin Jordan
Categories: Computers
Type: BOOK - Published: 2001 - Publisher: MIT Press

DOWNLOAD EBOOK

This book exemplifies the interplay between the general formal framework of graphical models and the exploration of new algorithm and architectures. The selecti
Learning in Graphical Models
Language: en
Pages: 658
Authors: M.I. Jordan
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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
Handbook of Graphical Models
Language: en
Pages: 612
Authors: Marloes Maathuis
Categories: Mathematics
Type: BOOK - Published: 2018-11-12 - Publisher: CRC Press

DOWNLOAD EBOOK

A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computati
Graphical Models with R
Language: en
Pages: 187
Authors: Søren Højsgaard
Categories: Mathematics
Type: BOOK - Published: 2012-02-22 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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