Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition

Pavel Izmailov, Alexander Novikov, Dmitry Kropotov. Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition. In Amos J. Storkey, Fernando PĂ©rez-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 726-735, PMLR, 2018. [doi]

Abstract

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