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Applied mathematics / Theoretical computer science / Bayesian statistics / Statistical models / Artificial intelligence / Belief propagation / Conditional random field / Markov logic network / Factor graph / Graph theory / Statistics / Graphical models


Noname manuscript No. (will be inserted by the editor) Exploiting Symmetries for Scaling Loopy Belief Propagation and Relational Training Babak Ahmadi · Kristian Kersting · Martin
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Document Date: 2013-07-24 09:33:34

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File Size: 1,69 MB

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Company

Relational Dependency Networks / Markov Logic Networks / Russell / Google / /

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Facility

Kristian Kersting Institute / Wake Forest University / University of Bonn / Martin Mladenov Institute / Sriraam Natarajan Translational Science Institute / /

IndustryTerm

database technology / real-world applications / performance networking / theoretical algorithms / search-based methods / variable elimination algorithm / enough network / lifted search-based methods / incremental-dual-ascent algorithms / online max margin optimization problem / permutation groups / online training approach / present algorithms / online training / commodity hardware / social networks / bisimulation-like algorithm / machine learning applications / online setting / propagation algorithm / /

Organization

Martin Mladenov Institute for Geodesy and Geoinformation / Wake Forest University / Babak Ahmadi Knowledge Discovery Department / U.S. Securities and Exchange Commission / Sriraam Natarajan Translational Science Institute / University of Bonn / Kristian Kersting Institute for Geodesy and Geoinformation / /

Person

Bob / Anna / Van den Broeck / Martin Mladenov / Kristian Kersting / Babak Ahmadi / Winston Salem / /

Position

storage manager / editor / representative / /

Technology

using database technology / variable elimination algorithm / propagation algorithm / incremental-dual-ascent algorithms / artificial intelligence / BP algorithm / SRL algorithms / RDBMS / bisimulation-like algorithm / machine learning / MCMC algorithm / shared memory / database technology / /

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