Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees

Jonathan H. Huggins, Trevor Campbell, Mikolaj Kasprzak, Tamara Broderick. Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 796-805, PMLR, 2019. [doi]

Abstract

Abstract is missing.