scientific article; zbMATH DE number 7164769

zbMath1446.62128arXiv1702.08420MaRDI QIDQ5214266

Sinead A. Williamson, Michael Minyi Zhang

Publication date: 7 February 2020

Full work available at URL: https://arxiv.org/abs/1702.08420

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Gaussian processBayesian nonparametricsmachine learningparallel inference

Mathematics Subject Classification ID

Nonparametric tolerance and confidence regions (62G15) Learning and adaptive systems in artificial intelligence (68T05) Analysis of variance and covariance (ANOVA) (62J10) Foundations of stochastic processes (60G05)

Related Items (1)

Distributed Bayesian inference in massive spatial data

Uses Software

• GPy
• Spearmint

Cites Work

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• Massively Parallel Approximate Gaussian Process Regression
• Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
• Gaussian Predictive Process Models for Large Spatial Data Sets
• Robust and Scalable Bayes via a Median of Subset Posterior Measures
• Methods of Reducing Sample Size in Monte Carlo Computations
• Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets

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