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Giuseppe Spallitta

2 accepted papers

2022

SMT-based weighted model integration with structure awareness

UAI 2022poster

Weighted Model Integration (WMI) is a popular formalism aimed at unifying approaches for probabilistic inference in hybrid domains, involving logical and algebraic constraints. Despite a considerable amount of recent work, allowing WMI algorithms to scale with the complexity of the hybrid problem is…