Can I read PAC-Reasoning in Relational Domains on EtoBox?

PAC-Reasoning in Relational Domains by Kuzelka, Ondrej; Wang, Yuyi; Davis, Jesse; Schockaert, Steven is a scholarly article available to read on EtoBox.

What is PAC-Reasoning in Relational Domains about?

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 (expected) number of incorrect inferences that are made in this way. Since for classical inference it is in general impossible to bound this number in a non-trivial way, we consider two inference relations that weaken, but remain close in spirit to classical inference.

Author

Kuzelka, Ondrej; Wang, Yuyi; Davis, Jesse; Schockaert, Steven

Published

2018

Language

EN