VC-Dimension Based Generalization Bounds for Relational Learning

Ondrej Kuzelka, Yuyi Wang, Steven Schockaert. VC-Dimension Based Generalization Bounds for Relational Learning. In Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part II. Volume 11052 of Lecture Notes in Computer Science, pages 259-275, Springer, 2018. [doi]

Abstract

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