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vecchia approximation

3 papers

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Co-occurring keywords

gaussian process (1200) scalable algorithm (44) mixed effects model (12) covariate selection (4) penalized likelihood (7) non-parametric method (49) surrogate model (181) black-box function (31) thompson sampling (237) bayesian optimization (624)

Papers

Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes AISTATS 2023
Gaussian Process Boosting JMLR 2022
Scalable Gaussian-process regression and variable selection using Vecchia approximations JMLR 2022