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» Minimizing Learned Clauses

105

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ILP
1997
Springer

131views Automated Reasoning» more ILP 1997»

A Logical Framework for Graph Theoretical Decision Tree Learning

15 years 4 months ago

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Abstract. We present a logical approach to graph theoretical learning that is based on using alphabetic substitutions for modelling graph morphisms. A classi ed graph is represente...

Peter Geibel, Fritz Wysotzki

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120

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ICMLA
2010

242views Machine Learning» more ICMLA 2010»

Heuristic Method for Discriminative Structure Learning of Markov Logic Networks

14 years 9 months ago

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Markov Logic Networks (MLNs) combine Markov Networks and first-order logic by attaching weights to firstorder formulas and viewing them as templates for features of Markov Networks...

Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrai...

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AAAI
2011

151views Intelligent Agents» more AAAI 2011»

Learning in Repeated Games with Minimal Information: The Effects of Learning Bias

13 years 12 months ago

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Automated agents for electricity markets, social networks, and other distributed networks must repeatedly interact with other intelligent agents, often without observing associate...

Jacob W. Crandall, Asad Ahmed, Michael A. Goodrich

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ICML
2009
IEEE

109views Machine Learning» more ICML 2009»

Regression by dependence minimization and its application to causal inference in additive noise models

16 years 19 days ago