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Compositionally-Warped Gaussian Processes

stat.ML · 2019-06-23 · unverdicted · novelty 6.0

CWGP builds non-Gaussian GPs from compositions of elementary warpings with explicit inverses, delivering analytical predictions and improved accuracy and speed over standard WGPs.

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  • Compositionally-Warped Gaussian Processes stat.ML · 2019-06-23 · unverdicted · none · ref 1

    CWGP builds non-Gaussian GPs from compositions of elementary warpings with explicit inverses, delivering analytical predictions and improved accuracy and speed over standard WGPs.