Asymptotic properties of Vecchia approximation for Gaussian processes

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Asymptotic properties of Vecchia approximation for Gaussian processes

29 January 2024

Myeongjong Kang

Florian Schafer

Matthias Katzfuss

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Papers citing "Asymptotic properties of Vecchia approximation for Gaussian processes"

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Title
Adaptive finite element type decomposition of Gaussian processes Jaehoan Kim A. Bhattacharya D. Pati 18 0 0 29 May 2025
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference Jonathan Wenger Kaiwen Wu Philipp Hennig Jacob R. Gardner Geoff Pleiss John P. Cunningham 84 7 0 01 Nov 2024
Learning non-Gaussian spatial distributions via Bayesian transport maps with parametric shrinkage Anirban Chakraborty Matthias Katzfuss OT 102 1 0 28 Sep 2024
Linear-Cost Vecchia Approximation of Multivariate Normal Probabilities Jian Cao Matthias Katzfuss 64 1 0 15 Nov 2023
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks Felix Jimenez Matthias Katzfuss BDL UQCV 109 1 0 26 May 2023