Search Results for author: Nathaniel Garton

Found 2 papers, 1 papers with code

Knot Selection in Sparse Gaussian Processes with a Variational Objective Function

1 code implementation5 Mar 2020 Nathaniel Garton, Jarad Niemi, Alicia Carriquiry

Sparse, knot-based Gaussian processes have enjoyed considerable success as scalable approximations to full Gaussian processes.

Bayesian Optimization Gaussian Processes

Knot Selection in Sparse Gaussian Processes

no code implementations21 Feb 2020 Nathaniel Garton, Jarad Niemi, Alicia Carriquiry

Knot-based, sparse Gaussian processes have enjoyed considerable success as scalable approximations to full Gaussian processes.

Bayesian Optimization Gaussian Processes

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