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Mathematics / Machine learning / Theoretical computer science / Statistical models / Networks / Conditional random field / Tree decomposition / Bayesian network / Expectation–maximization algorithm / Statistics / Graphical models / Graph theory


Evidence-Specific Structures for Rich Tractable CRFs Carlos Guestrin Carnegie Mellon University [removed]
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Document Date: 2010-12-02 01:46:24


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Company

SIAM Journal / BP / MIT Press / HP / /

Country

Jordan / /

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Facility

University of Washington / /

IndustryTerm

logic network / structure learning algorithm / Even accounting / sensor networks / logic networks / evidence-specific structure learning algorithm / optimum decoding algorithm / max-product / structure learning algorithms / closed form solution / markov networks / structure construction algorithm / social networks / computing / even computing treewidth / approximate inference algorithms / /

Organization

National Science Foundation / MIT / Carnegie Mellon University / University of Washington / Seattle / Pattern Analysis and Machine Intelligence / /

Person

Matthai Philipose / Ben Taskar / Anton Chechetka Carnegie / Denver Dash / Carlos Guestrin Carnegie / /

ProgrammingLanguage

R / /

PublishedMedium

IEEE Transactions on Information Theory / Machine Learning / /

Technology

existing algorithm / structure construction algorithm / resulting algorithm / artificial intelligence / Chow-Liu algorithm / 4 Algorithm / Viterbi algorithm / so approximate inference algorithms / Relational ESS-CRF algorithm / structure learning algorithm / existing structure learning algorithms / Conditional Chow-Liu algorithm / same Chow-Liu algorithm / 3 Algorithm / Machine Learning / 4 Conditional Chow-Liu algorithm / EM algorithm / one-shot structure learning algorithm / optimum decoding algorithm / resulting evidence-specific structure learning algorithm / /

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