Sparse Algorithms for Markovian Gaussian Processes

Sparse Algorithms for Markovian Gaussian Processes

19 March 2021

William J. Wilkinson

Arno Solin

Papers citing "Sparse Algorithms for Markovian Gaussian Processes"

5 / 5 papers shown

Title
Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes S. Axen A. Gessner C. Sommer N. Weitzel Álvaro Tejero-Cantero 15 1 0 15 Nov 2022
Dual Parameterization of Sparse Variational Gaussian Processes Vincent Adam Paul E. Chang Mohammad Emtiyaz Khan Arno Solin 19 20 0 05 Nov 2021
Spatio-Temporal Variational Gaussian Processes Oliver Hamelijnck William J. Wilkinson Niki A. Loppi Arno Solin Theodoros Damoulas AI4TS 19 31 0 02 Nov 2021
Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees William J. Wilkinson Simo Särkkä Arno Solin BDL 21 15 0 02 Nov 2021
Deep State-Space Gaussian Processes Zheng Zhao M. Emzir Simo Särkkä GP 43 19 0 11 Aug 2020