Probabilistic Logic Programming with Beta-Distributed Random Variables

20 Sep 2018Federico CeruttiLance KaplanAngelika KimmigMurat Sensoy

We enable aProbLog---a probabilistic logical programming approach---to reason in presence of uncertain probabilities represented as Beta-distributed random variables. We achieve the same performance of state-of-the-art algorithms for highly specified and engineered domains, while simultaneously we maintain the flexibility offered by aProbLog in handling complex relational domains... (read more)

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