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cs.AI2020★ 1 cited
Domain-Liftability of Relational Marginal Polytopes
Ondrej Kuzelka, Yuyi Wang
We study computational aspects of relational marginal polytopes which are statistical relational learning counterparts of marginal polytopes, well-known from probabilistic graphica…
cs.AI2018
PAC-Reasoning in Relational Domains
Ondrej Kuzelka, Yuyi Wang, Jesse Davis +1
We consider the problem of predicting plausible missing facts in relational data, given a set of imperfect logical rules. In particular, our aim is to provide bounds on the (expect…