Scalable and Interpretable One-Class SVMs with Deep Learning and Random Fourier Features

Minh-Nghia Nguyen, Ngo Anh Vien. Scalable and Interpretable One-Class SVMs with Deep Learning and Random Fourier Features. 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 I. Volume 11051 of Lecture Notes in Computer Science, pages 157-172, Springer, 2018. [doi]

Abstract

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