Convergence Guarantees for Gaussian Process Means with Misspecified Likelihoods and Smoothness

Gaussian processes are ubiquitous in machine learning, statistics, and applied mathematics. They provide a flexible modelling framework for approximating functions, whilst simultaneously quantifying uncertainty... (read more)

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