Markov logic network

Results: 70



#Item
21Markov models / Monte Carlo methods / Markov chain Monte Carlo / Statistical models / Gibbs sampling / Bayesian inference / Bayesian network / Bayesian probability / Probabilistic logic / Statistics / Probability and statistics / Bayesian statistics

Probabilistic Inference Using Markov Chain Monte Carlo Methods Radford M. Neal Technical Report CRG-TR-93-1 Department of Computer Science University of Toronto

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:19
22Model theory / Predicate logic / Propositional calculus / Theoretical computer science / First-order logic / Markov logic network / Interpretation / Function / Atomic formula / Logic / Mathematical logic / Mathematics

New Rules for Domain Independent Lifted MAP Inference Happy Mittal, Prasoon Goyal Dept. of Comp. Sci. & Engg. I.I.T. Delhi, Hauz Khas New Delhi, 110016, India

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Source URL: www.hlt.utdallas.edu

Language: English - Date: 2014-10-31 21:58:08
23Applied mathematics / Artificial intelligence / Predicate logic / Mathematical logic / Graphical models / Markov logic network / First-order logic / Algorithm / Atomic formula / Mathematics / Theoretical computer science / Logic

An Integer Polynomial Programming Based Framework for Lifted MAP Inference Somdeb Sarkhel, Deepak Venugopal Computer Science Department The University of Texas at Dallas {sxs104721,dxv021000}@utdallas.edu

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Source URL: www.hlt.utdallas.edu

Language: English - Date: 2014-10-31 21:57:33
24Knowledge / Computational linguistics / Speech recognition / Reasoning / Arguments / N-gram / Support vector machine / Inference / Markov logic network / Logic / Science / Logical consequence

Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features Deepak Venugopal and Chen Chen and Vibhav Gogate and Vincent Ng Department of Computer Science and Human Languag

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Source URL: www.hlt.utdallas.edu

Language: English - Date: 2014-08-27 12:24:20
25Link analysis / Graphical models / Networks / Probability / Mathematics / PageRank / Markov random field / Markov logic network / Artificial intelligence / Theoretical computer science / Applied mathematics

Mach Learn DOIs10994x Efficient inference and learning in a large knowledge base Reasoning with extracted information using a locally groundable first-order probabilistic logic

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Source URL: www.cs.cmu.edu

Language: English - Date: 2015-04-10 22:35:36
26Monte Carlo methods / Data analysis / Artificial intelligence / Markov logic network / Gibbs sampling / Importance sampling / Bayesian inference / Sampling / First-order logic / Statistics / Statistical inference / Bayesian statistics

Scaling-up Importance Sampling for Markov Logic Networks Vibhav Gogate Department of Computer Science University of Texas at Dallas

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Source URL: www.hlt.utdallas.edu

Language: English - Date: 2014-10-31 21:56:53
27Bayesian statistics / Artificial intelligence / Model theory / Graphical models / Markov logic network / First-order logic / Gibbs sampling / Constructible universe / Bayesian network / Mathematics / Theoretical computer science / Applied mathematics

Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs Deepak Venugopal Department of Computer Science The University of Texas at Dallas

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Source URL: www.hlt.utdallas.edu

Language: English - Date: 2014-12-01 04:03:20
28Bayesian statistics / Statistical inference / Markov models / Graphical models / Bioinformatics / Hidden Markov model / Bayesian network / Statistical hypothesis testing / Algorithm / Statistics / Science / Logic

Partial Observability and Probabilistic Plan/Goal Recognition Christopher W. Geib, Honeywell Laboratories 3660 Technology Drive Minneapolis, MN 55418

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Source URL: rpgoldman.goldman-tribe.org

Language: English - Date: 2009-08-06 12:04:58
29Bayesian statistics / Predicate logic / Philosophy of mathematics / Non-classical logic / Probabilistic logic / Bayesian probability / Markov logic network / Probability interpretations / First-order logic / Logic / Mathematics / Mathematical logic

1 Logic-based Formalisms for Statistical Relational Learning James Cussens Department of Computer Science & York Centre for Complex Systems Analysis

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Source URL: www.cs.york.ac.uk

Language: English - Date: 2006-09-08 09:58:34
30Statistical relational learning / Markov logic network / Bayesian network / Bayesian inference / Logic programming / Graphical model / Machine learning / Statistics / Bayesian statistics / Statistical models

Project forFocused on Lifted Inference and on Probabilistic Programming languages --------------------------------------------------------------------------- Project reports requirements: 2014

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Source URL: www.ics.uci.edu

Language: English - Date: 2014-11-07 17:37:26
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