Abstracting Markov Networks

Abstract : In this paper we describe a preliminary investigation on the use of abstraction operators to reduce the complexity of inference in Markov Networks. More specifically, we are interested in Logic Markov Network, where the use of abstraction may be a complementary approach to lifted inference.
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Conference papers
WARA-2010, AAAI-10 Workshop on Abstraction, Reformulation, and Approximation, Jul 2010, Atlanta, United States. 2010
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https://hal.archives-ouvertes.fr/hal-00484619
Contributor : Christel Vrain <>
Submitted on : Tuesday, May 18, 2010 - 4:30:16 PM
Last modification on : Thursday, January 17, 2019 - 3:06:04 PM

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  • HAL Id : hal-00484619, version 1

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Lorenza Saitta, Christel Vrain. Abstracting Markov Networks. WARA-2010, AAAI-10 Workshop on Abstraction, Reformulation, and Approximation, Jul 2010, Atlanta, United States. 2010. 〈hal-00484619〉

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