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Joseph Guinness

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Scalable Gaussian-process regression and variable selection using Vecchia approximations

Mar 02, 2022
Jian Cao, Joseph Guinness, Marc G. Genton, Matthias Katzfuss

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Scaled Vecchia approximation for fast computer-model emulation

May 29, 2020
Matthias Katzfuss, Joseph Guinness, Earl Lawrence

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Inverses of Matern Covariances on Grids

Dec 26, 2019
Joseph Guinness

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Gaussian Process Learning via Fisher Scoring of Vecchia's Approximation

May 20, 2019
Joseph Guinness

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