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Theoretical computer science / Applied mathematics / Statistics / Belief propagation / Coding theory / Algorithm / Markov random field / Image denoising / Graphical models / Probability theory / Mathematics


Exploiting Data-Independence for Fast Belief-Propagation Julian J. McAuley [removed] Tib´ erio S. Caetano
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Document Date: 2014-07-10 21:47:06


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City

Haifa / /

Company

Biemann / /

Country

Israel / /

/

Facility

Australian National University / University College London / /

IndustryTerm

deterministic solution / real-world applications / faster algorithms / distributive law / quadratic-time solutions / na¨ıve solution / online operations / message-passing algorithms / faster solution / junction-tree algorithms / sub-cubic solution / deterministic sub-cubic solution / sum-product algorithm / junction-tree algorithm / quadratic-time solution / expected-time solution / correct solution / maximum-likelihood solution / max-sum algorithm / computer vision applications / search space / cubic solution / online cost / online sorting / much faster algorithms / /

Organization

ICT Centre / University College London / Australian Government / NICTA / Australian Research Council / Australian National University / Department of Broadband / Communications and the Digital Economy / /

Person

Julian J. McAuley / Johnicholas Hines / Michael J. Efficient / Daniel P. Efficient / David Sontag / Pedro Felzenszwalb / Alfred V / /

Position

author / /

Product

Galil / /

PublishedMedium

Machine Learning / /

Technology

junction-tree algorithm / Broadband / much faster algorithms / sum-product algorithm / junction-tree algorithms / Machine Learning / max-sum algorithm / speeding-up messagepassing algorithms / message-passing algorithms / /

URL

http /

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