Graphical models

Results: 1083



#Item
811Applied 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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Source URL: first-mm.informatik.uni-freiburg.de

Language: English - Date: 2013-07-24 09:33:34
812Machine learning / Theoretical computer science / M-estimators / Maximum likelihood / Markov random field / Statistical relational learning / Conditional random field / Stochastic gradient descent / Belief propagation / Statistics / Graphical models / Statistical models

Lifted Online Training of Relational Models with Stochastic Gradient Methods Babak Ahmadi1 , Kristian Kersting1,2,3 , and Sriraam Natarajan3 1 2

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Source URL: first-mm.informatik.uni-freiburg.de

Language: English - Date: 2012-07-18 11:37:23
813Bayesian statistics / Statistical models / Theoretical computer science / Probability theory / Belief propagation / Markov random field / Markov logic network / Bayesian network / Factor graph / Statistics / Graphical models / Probability

ECAI 2012 Luc De Raedt et al. (Eds.) © 2012 The Author(s). This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial License. doi:1

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Source URL: www.first-mm.eu

Language: English - Date: 2013-02-01 10:08:59
814Statistics / Bayesian statistics / Statistical models / Belief propagation / Coding theory / Probability theory / Factor graph / Bayesian network / Shortest path problem / Graph theory / Graphical models / Mathematics

Efficient Sequential Clamping for Lifted Message Passing Fabian Hadiji, Babak Ahmadi, and Kristian Kersting Knowledge Discovery Department, Fraunhofer IAIS[removed]Sankt Augustin, Germany {firstname.lastname}@iais.fraunhof

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Source URL: www.first-mm.eu

Language: English - Date: 2013-11-14 12:09:38
815Statistics / Bayesian statistics / Statistical models / Belief propagation / Coding theory / Probability theory / Factor graph / Bayesian network / Shortest path problem / Graph theory / Graphical models / Mathematics

Efficient Sequential Clamping for Lifted Message Passing Fabian Hadiji, Babak Ahmadi, and Kristian Kersting Knowledge Discovery Department, Fraunhofer IAIS[removed]Sankt Augustin, Germany {firstname.lastname}@iais.fraunhof

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Source URL: first-mm.informatik.uni-freiburg.de

Language: English - Date: 2013-11-14 12:09:38
816Measurement / Graphical models / Theoretical computer science / Conditional random field / Machine learning / Segmentation / Entropy / Uncertainty / Confidence interval / Statistics / Probability and statistics / Statistical theory

On-line Semantic Perception Using Uncertainty Roderick de Nijs1,∗ , Sebastian Ramos1,∗ , Gemma Roig2 , Xavier Boix2 , Luc Van Gool2 , Kolja K¨uhnlenz1,3 1 Institute of Automatic Control Engineering Technische Univer

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Source URL: www.vision.ee.ethz.ch

Language: English - Date: 2012-08-02 04:41:54
817Applied 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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Source URL: www.first-mm.eu

Language: English - Date: 2013-07-24 09:33:34
818Probability and statistics / Belief propagation / Markov random field / Factor graph / Bayesian network / Inference / Economic model / Causality / Expectation–maximization algorithm / Statistics / Graphical models / Graph theory

C:/Users/kkersting/Dropbox/AAAI13-bootstrapped_map/main.dvi

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Source URL: first-mm.informatik.uni-freiburg.de

Language: English - Date: 2013-07-24 09:34:56
819Bayesian statistics / Statistical models / Theoretical computer science / Probability theory / Belief propagation / Markov random field / Markov logic network / Bayesian network / Factor graph / Statistics / Graphical models / Probability

ECAI 2012 Luc De Raedt et al. (Eds.) © 2012 The Author(s). This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial License. doi:1

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Source URL: first-mm.informatik.uni-freiburg.de

Language: English - Date: 2013-02-01 10:08:59
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