Efficient and principled score estimation with Nyström kernel exponential families

Dougal J. Sutherland, Heiko Strathmann, Michael Arbel, Arthur Gretton. Efficient and principled score estimation with Nyström kernel exponential families. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 652-660, PMLR, 2018. [doi]

Abstract

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