Search Results for author: Christopher W Lanyon

Found 1 papers, 0 papers with code

Adjoint-aided inference of Gaussian process driven differential equations

no code implementations9 Feb 2022 Paterne Gahungu, Christopher W Lanyon, Mauricio A Alvarez, Engineer Bainomugisha, Michael Smith, Richard D. Wilkinson

In this paper we show how the adjoint of a linear system can be used to efficiently infer forcing functions modelled as GPs, using a truncated basis expansion of the GP kernel.

Bayesian Inference Bayesian Optimisation

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