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Found 3 papers, 2 papers with code
Belief Revision in Sentential Decision Diagrams
Belief revision is the task of modifying a knowledge base when new information becomes available, while also respecting a number of desirable properties.
Structural Learning of Probabilistic Sentential Decision Diagrams under Partial Closed-World Assumption
Probabilistic sentential decision diagrams are a class of structured-decomposable probabilistic circuits especially designed to embed logical constraints.
Tractable Inference in Credal Sentential Decision Diagrams
In this work, we develop the credal sentential decision diagrams, a generalisation of their probabilistic counterpart that allows for replacing the local probabilities with (so-called credal) sets of mass functions.
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