Lifted inference with tree axioms

We consider the problem of weighted first-order model counting (WFOMC): given a first-order sentence ϕ and domain size n∈N, determine the weighted sum of models of ϕ over the domain {1,…,n}. Past work has shown that any sentence using at most two logical variables admits an algorithm for WFOMC that...

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Vydané v:	Artificial intelligence Ročník 324; s. 103997
Hlavní autori:	van Bremen, Timothy, Kuželka, Ondřej
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.11.2023
Predmet:	Logic Statistical-relational learning Weighted first-order model counting Statistical-relational learning Logic Weighted first-order model counting
ISSN:	0004-3702, 1872-7921
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