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Learnability of solutions to conjunctive queries:...
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Learnability of solutions to conjunctive queries: The full dichotomy

Abstract

The problem of learning the solution space of an unknown formula has been studied in multiple embodiments in computational learning theory. In this article, we study a family of such learning problems; this family contains, for each relational structure, the problem of learning the solution space of an unknown conjunctive query evaluated on the structure. A progression of results aimed to classify the learnability of each of the problems in …

Authors

Chen H; Valeriote M

Volume

40

Publication Date

January 1, 2015

Conference proceedings

Journal of Machine Learning Research

Issue

2015

ISSN

1532-4435

Labels

Fields of Research (FoR)