Statistical relational learning

Results: 74



#Item
61Non-classical logic / Machine learning / Statistical relational learning / Interpretation / Probabilistic logic / Logic programming / Logic / Probability / Scientific modelling / Science / Information / Knowledge

Stochastic Relational Processes and Models

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

Language: English - Date: 2012-07-18 12:16:03
62Human–computer interaction / Robot control / Object-oriented programming / Robotics / Statistical relational learning / Affordance / Probabilistic logic / Causality / Object model / Science / Artificial intelligence / Statistics

Statistical Relational Learning of Object Affordances for Robotic Manipulation Bogdan Moldovan1 , Martijn van Otterlo1 , Plinio Moreno2 , Jos´e Santos-Victor2 , and Luc De Raedt1 1 2

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Source URL: www.first-mm.eu

Language: English - Date: 2012-07-18 11:32:55
63Model theory / Statistical models / Ensemble learning / Gradient boosting / Expectation–maximization algorithm / Function / First-order logic / Regression analysis / Supervised learning / Statistics / Mathematics / Machine learning

Structure Learning with Hidden Data in Relational Domains Tushar Khot, Sriraam Natarajan∗ , Kristian Kersting∗+ , Jude Shavlik University of Wisconsin-Madison, USA ∗ Wake Forest University School of Medicine, USA

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

Language: English - Date: 2012-07-18 16:57:18
64Affordance / Bias / Human–computer interaction / Motor control / Usability / Logic / Statistical relational learning / Probabilistic logic / Object model / Statistics / Object-oriented programming / Science

Learning Relational Affordance Models for Robots in Multi-Object Manipulation Tasks Bogdan Moldovan Plinio Moreno

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

Language: English - Date: 2012-07-18 11:31:04
65Affordance / Bias / Human–computer interaction / Motor control / Usability / Logic / Statistical relational learning / Probabilistic logic / Object model / Statistics / Object-oriented programming / Science

Learning Relational Affordance Models for Robots in Multi-Object Manipulation Tasks Bogdan Moldovan Plinio Moreno

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Source URL: www.first-mm.eu

Language: English - Date: 2012-07-18 11:31:04
66Non-classical logic / Statistical models / Logic programming / Theoretical computer science / Probabilistic logic / Prolog / Statistical relational learning / Algorithm / Programming language / Science / Mathematics / Logic

Arenberg Doctoral School of Science, Engineering & Technology Faculty of Engineering Department of Computer Science On Continuous Distributions and Parameter Estimation in Probabilistic Logic Programs

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Source URL: www.first-mm.eu

Language: English - Date: 2012-07-18 12:20:07
67Model theory / Statistical models / Ensemble learning / Gradient boosting / Expectation–maximization algorithm / Function / First-order logic / Regression analysis / Supervised learning / Statistics / Mathematics / Machine learning

Structure Learning with Hidden Data in Relational Domains Tushar Khot, Sriraam Natarajan∗ , Kristian Kersting∗+ , Jude Shavlik University of Wisconsin-Madison, USA ∗ Wake Forest University School of Medicine, USA

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Source URL: www.first-mm.eu

Language: English - Date: 2012-07-18 16:57:18
68Non-classical logic / Statistical models / Logic programming / Theoretical computer science / Probabilistic logic / Prolog / Statistical relational learning / Algorithm / Programming language / Science / Mathematics / Logic

Arenberg Doctoral School of Science, Engineering & Technology Faculty of Engineering Department of Computer Science On Continuous Distributions and Parameter Estimation in Probabilistic Logic Programs

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

Language: English - Date: 2012-07-18 12:20:07
69Machine 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: www.first-mm.eu

Language: English - Date: 2012-07-18 11:37:23
70Latent Dirichlet allocation / Mixture model / Expectation–maximization algorithm / Topic model / Markov chain / Probit model / Statistics / Machine learning / Statistical natural language processing

Hierarchical relational models for document networks

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:52
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