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probabilistic logic programming

8 papers

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Also known as

PLP

Co-occurring keywords · papers mentioning both

neuro-symbolic learning (2) knowledge compilation (2) probabilistic reasoning (2) symbolic reasoning (2) uncertain probabilities (1) decision under uncertainty (1) utility computation (1) neural-symbolic ai (1) stochastic logic programming (1) stochastic definite clause grammar (1)

Papers

ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias AAAI 2026 Neural probabilistic logic programming in discrete-continuous domains UAI 2023 DeepStochLog: Neural Stochastic Logic Programming AAAI 2022 Inference and Learning with Model Uncertainty in Probabilistic Logic Programs AAAI 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NeurIPS 2022 Beyond the Grounding Bottleneck: Datalog Techniques for Inference in Probabilistic Logic Programs AAAI 2020 Probabilistic Logic Programming with Beta-Distributed Random Variables AAAI 2019 DeepProbLog: Neural Probabilistic Logic Programming NeurIPS 2018