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Scaled Vecchia approximation for fast computer-model emulation

Scaled Vecchia approximation for fast computer-model emulation

1 May 2020
Matthias Katzfuss
J. Guinness
E. Lawrence
ArXivPDFHTML

Papers citing "Scaled Vecchia approximation for fast computer-model emulation"

7 / 7 papers shown
Title
The inverse Kalman filter
The inverse Kalman filter
X. Fang
Mengyang Gu
32
0
0
14 Jul 2024
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks
Felix Jimenez
Matthias Katzfuss
BDL
UQCV
64
1
0
26 May 2023
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian
  Processes
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes
Felix Jimenez
Matthias Katzfuss
21
10
0
02 Mar 2022
Bayesian nonstationary and nonparametric covariance estimation for large
  spatial data
Bayesian nonstationary and nonparametric covariance estimation for large spatial data
Brian Kidd
Matthias Katzfuss
26
14
0
10 Dec 2020
Vecchia-Laplace approximations of generalized Gaussian processes for big
  non-Gaussian spatial data
Vecchia-Laplace approximations of generalized Gaussian processes for big non-Gaussian spatial data
Daniel Zilber
Matthias Katzfuss
19
34
0
18 Jun 2019
Vecchia approximations of Gaussian-process predictions
Vecchia approximations of Gaussian-process predictions
Matthias Katzfuss
J. Guinness
Wenlong Gong
Daniel Zilber
8
91
0
08 May 2018
Local Gaussian process approximation for large computer experiments
Local Gaussian process approximation for large computer experiments
R. Gramacy
D. Apley
127
392
0
02 Mar 2013
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