most citedEfficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling

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stat.ML2024

Posterior Covariance Structures in Gaussian Processes

Difeng Cai, Edmond Chow, Yuanzhe Xi

In this paper, we present a comprehensive analysis of the posterior covariance field in Gaussian processes, with applications to the posterior covariance matrix. The analysis is ba…