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Statistical relational learning
Results: 74

#	Item
41	A statistical relational learning challenge – extracting proof strategies from exemplar proofs Gudmund Grov University of Edinburgh, United Kingdom Ekaterina Komendantskaya Add to Reading List Source URL: www.ai4fm.org Language: English - Date: 2013-10-30 13:19:51 Automated theorem proving Mathematical proof Proof assistant Logic programming Coq Mathematical logic Formal methods Proof Automated reasoning Logic Mathematics Theoretical computer science
42	Learning Statistical Models From Relational Data Lise Getoor University of Maryland, College Park Add to Reading List Source URL: www-ai.ijs.si Language: English - Date: 2002-08-29 07:04:33 Probabilistic relational model Bayesian network Sputum Philosophical logic Bayesian statistics Statistical models Probability and statistics
43	Journal of Machine Learning Research[removed] Submitted 12/01; Published[removed]Learning Probabilistic Models of Link Structure Lise Getoor Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2004-09-05 14:59:07 Statistical models Data modeling Database constraints Statistics Relational model Relational database Probabilistic relational model Database normalization Function Data management Mathematics Database theory
44	In Proceedings of the 19th International Conference on Inductive Logic Programming (ILP-09), Leuven, Belgium, July[removed]Speeding up Inference in Statistical Relational Learning by Clustering Similar Query Literals Lily Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2010-04-12 18:35:44 Artificial intelligence Bayesian statistics Logic programming Markov logic network Theoretical computer science Inference Probabilistic logic Clause Belief propagation Logic Science Mathematics
45	1 An Introduction to Conditional Random Fields for Relational Learning Charles Sutton Department of Computer Science University of Massachusetts, USA Add to Reading List Source URL: homepages.inf.ed.ac.uk Language: English - Date: 2006-03-28 16:38:13 Statistical models Regression analysis Graphical models Conditional random field Discriminative model Naive Bayes classifier Hidden Markov model Generative model Multinomial logit Statistics Machine learning Bayesian statistics
46	Journal of Machine Learning Research[removed]1736 Submitted 12/09; Revised 4/10; Published 5/10 FastInf: An Efficient Approximate Inference Library Ariel Jaimovich Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2010-05-17 17:54:22 Bayesian statistics Statistical models Probability theory Networks Belief propagation Bayesian network Probabilistic relational model Expectation–maximization algorithm Machine learning Statistics Graphical models Probability
47	Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning Joseph J. Pfeiffer III Jennifer Neville Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2015-01-17 04:41:12 Statistical inference Econometrics Statistical theory Expectation–maximization algorithm Confidence interval Maximum likelihood Conjugate prior Gibbs sampling Variational Bayesian methods Statistics Bayesian statistics Estimation theory
48	Probabilistic Classification and Clustering in Relational Data Ben Taskar Eran Segal Daphne Koller Add to Reading List Source URL: ai.stanford.edu Language: English - Date: 2005-10-03 21:16:26 Machine learning Graphical models Cluster analysis Relational model Expectation–maximization algorithm Relation Probabilistic relational model Bayesian network Data mining Statistics Probability and statistics Statistical models
49	Discriminative Probabilistic Models for Relational Data Ben Taskar Computer Science Dept. Stanford University Stanford, CA 94305 Add to Reading List Source URL: ai.stanford.edu Language: English - Date: 2005-10-04 19:14:15 Graphical models Probability and statistics Bayesian statistics Probability Theoretical computer science Generative model Markov random field Pattern recognition Bayesian network Machine learning Statistics Statistical models
50	Online Stacked Graphical Learning Zhenzhen Kou Vitor R. Carvalho William W. Cohen Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-01-03 13:55:05 Statistical models Learning Conditional random field Theoretical computer science Graphical model Relational model E-learning Relational database Statistics Education Machine learning

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