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May, 2016
概率推理模理论
Probabilistic Inference Modulo Theories
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Rodrigo de Salvo Braz, Ciaran O'Reilly, Vibhav Gogate, Rina Dechter
TL;DR
我们介绍了一个叫做SGDPLL(T)的算法,它可以解决概率推理问题,并具有参数化逻辑理论的特点,可以应用于丰富的逻辑语言,如数据结构和关系数据。
Abstract
We present SGDPLL(T), an algorithm that solves (among many other problems)
probabilistic inference
modulo theories, that is, inference problems over probabilistic models defined via a
logic theory
provided as a p
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