Search Results for author: Julio Albinati

Found 1 papers, 1 papers with code

Function-Space Distributions over Kernels

1 code implementation NeurIPS 2019 Gregory W. Benton, Wesley J. Maddox, Jayson P. Salkey, Julio Albinati, Andrew Gordon Wilson

The resulting approach enables learning of rich representations, with support for any stationary kernel, uncertainty over the values of the kernel, and an interpretable specification of a prior directly over kernels, without requiring sophisticated initialization or manual intervention.

Gaussian Processes Representation Learning

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