CWGP builds non-Gaussian GPs from compositions of elementary warpings with explicit inverses, delivering analytical predictions and improved accuracy and speed over standard WGPs.
Tobar, Bayesian nonparametric spectral estimation, in: Ad- vances in Neural Information Processing Systems 31, Curran Associates, Inc.
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Compositionally-Warped Gaussian Processes
CWGP builds non-Gaussian GPs from compositions of elementary warpings with explicit inverses, delivering analytical predictions and improved accuracy and speed over standard WGPs.