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Conference Papers Year : 2010

Abstracting Markov Networks

Lorenza Saitta
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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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Dates and versions

hal-00484619 , version 1 (18-05-2010)

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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. ⟨hal-00484619⟩
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