Markov logic network

Results: 70



#Item
1Logic / Philosophy / Abstraction / Bayesian statistics / Markov networks / Reasoning / Model theory / Semantics / Probabilistic soft logic / Markov logic network / Probabilistic logic / Statistical relational learning

A Short Introduction to Probabilistic Soft Logic Angelika Kimmig1,2 , Stephen H. Bach1 , Matthias Broecheler3 , Bert Huang1 , Lise Getoor1 1 University of Maryland, 2 KU Leuven, 3 Aurelius LLC

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Source URL: stephenbach.net

Language: English - Date: 2013-06-10 18:15:10
2Logic / Graphical models / Mathematics / Mathematical logic / Structured prediction / Markov random field / Probability theory / Non-classical logic / Logic in computer science / Bayesian network / Random field / Fuzzy logic

Hinge-Loss Markov Random Fields and Probabilistic Soft Logic arXiv:1505.04406v2 [cs.LG] 9 DecStephen H. Bach∗ Matthias Broecheler† Bert Huang‡ Lise Getoor§

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Source URL: stephenbach.net

Language: English - Date: 2015-12-16 16:04:19
3Computational neuroscience / Cognitive science / Artificial neural networks / Cognition / Cybernetics / Markov models / Statistical natural language processing / Recurrent neural network / Language model / Connectionism / Convolutional neural network / Transformational grammar

Strong systematicity in sentence processing by simple recurrent networks Phil´emon Brakel () Stefan L. Frank () Institute for Logic, Language, and Computation, University of Amsterdam Sci

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Source URL: www.stefanfrank.info

Language: English - Date: 2012-03-11 05:05:11
4Logic / Philosophy / Bayesian statistics / Markov networks / Model theory / Reasoning / Semantics / Probabilistic soft logic / Markov logic network / Probabilistic logic / Statistical relational learning / Logical truth

A Short Introduction to Probabilistic Soft Logic Angelika Kimmig1,2 , Stephen H. Bach1 , Matthias Broecheler3 , Bert Huang1 , Lise Getoor1 1 University of Maryland, 2 KU Leuven, 3 Aurelius LLC

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Source URL: psl.umiacs.umd.edu

Language: English - Date: 2013-06-14 19:26:51
5Logic / Philosophy / Semantics / Computational linguistics / Bayesian statistics / Markov networks / Logical consequence / Probabilistic logic / Probabilistic soft logic / Distributional semantics / Markov logic network / Inference

Probabilistic Soft Logic for Semantic Textual Similarity Islam Beltagy§ Katrin Erk† Raymond Mooney§ § Department of Computer Science

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Source URL: www.cs.utexas.edu

Language: English - Date: 2014-07-01 12:33:24
6Graphical models / Statistical theory / Probability theory / Statistical models / Bayesian inference / Statistical inference / Bayesian network / Markov random field / Belief propagation / Scala / First-order logic / Loss function

Budgeted Online Collective Inference Jay Pujara University of Maryland

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Source URL: psl.umiacs.umd.edu

Language: English - Date: 2015-07-31 17:33:33
7Graphical models / Markov models / Probability theory / Markov random field / Structured prediction / Bayesian network / Random field / Markov chain / Support vector machine / Markov logic network / Algorithm / Hidden Markov model

Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction Stephen H. Bach Bert Huang

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Source URL: psl.umiacs.umd.edu

Language: English - Date: 2013-11-10 21:52:40
8Statistics / Data management / Statistical models / Data / Information / Bayesian statistics / Graphical models / Computational statistics / Schema matching / Markov logic network / Database schema / Bayesian network

A Probabilistic Approach to Knowledge Translation Shangpu Jiang and Daniel Lowd and Dejing Dou arXiv:1507.03181v1 [cs.AI] 12 JulComputer and Information Science

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Source URL: arxiv.org

Language: English - Date: 2015-07-13 20:34:19
9Constraint programming / Automated theorem proving / Theoretical computer science / Mathematics / Mathematical logic / Markov logic network / WalkSAT / Graph partition / Nibbles / Local search / Resolution / Alchemy

Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS ∗ Feng Niu

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Source URL: www.cs.stanford.edu

Language: English - Date: 2013-07-22 00:25:35
10Logic / Artificial intelligence / Cognition / Machine learning / Computational linguistics / Natural language processing / Structured prediction / Markov logic network / Inference / Logic form / Probabilistic logic / Statistical classification

Appears in International Journal On Semantic Web and Information Systems - Special Issue on Web-Scale Knowledge Extraction, 2012 Elementary: Large-scale Knowledge-base Construction via Machine Learning and Statistical I

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Source URL: www.cs.stanford.edu

Language: English - Date: 2013-07-22 00:25:34
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