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Mar, 2023
离散-连续领域中的神经概率逻辑编程
Neural Probabilistic Logic Programming in Discrete-Continuous Domains
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Lennert De Smet, Pedro Zuidberg Dos Martires, Robin Manhaeve, Giuseppe Marra, Angelika Kimmig...
TL;DR
DeepSeaProbLog 是一种神经概率逻辑编程语言, 将深度概率编程技术融入了神经符号人工智能中,支持在逻辑约束下学习和推理离散和连续概率分布。
Abstract
neural-symbolic ai
(NeSy) allows neural networks to exploit symbolic background knowledge in the form of logic. It has been shown to aid learning in the limited data regime and to facilitate inference on out-of-distribution data.
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