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Statistical models / Probability theory / Bayesian statistics / Condensed matter physics / Belief propagation / Independent component analysis / Hans Bethe / Boltzmann machine / Bethe ansatz / Statistics / Probability and statistics / Graphical models


B ETHE F REE E NERGY AND C ONTRASTIVE D IVERGENCE A PPROXIMATIONS FOR U NDIRECTED G RAPHICAL M ODELS by Yee Whye Teh
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Document Date: 2010-06-29 13:51:00

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File Size: 1,33 MB

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City

Gatsby / Toronto / London / /

Company

UPS / Markov Networks / BP / /

Facility

Square ICA / Computer Science University of Toronto Copyright / Cafe Bengla / Computer Science University of Toronto / /

IndustryTerm

free energy / free energy approximations / point algorithms / energy-based models / feed-forward network / learning algorithms / energy terms / /

Organization

Computer Science University of Toronto Copyright / Philosophy Graduate Department / University of Toronto / /

Person

Rich Zemel / Teh Ah Pong / Max Welling / Brian Sallans / Yee Whye Teh Abstract Bethe / Yee Whye Teh / Radford Neal / Quaid Morris / Lawrence Saul / Yee Qin iv / Fahiem Bacchus / Geoff Hinton / Yee Harn / Brendan Frey / Yee Neng / /

Position

unofficial supervisor / wonderful supervisor / /

ProgrammingLanguage

CEDAR / C / /

Technology

2.2 Junction Tree Algorithm / 109 Algorithms / point algorithms / 1.3 The EM algorithm / machine learning / /

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