Search Results for author: Ian A. Delbridge

Found 1 papers, 1 papers with code

Randomly Projected Additive Gaussian Processes for Regression

1 code implementation ICML 2020 Ian A. Delbridge, David S. Bindel, Andrew Gordon Wilson

Surprisingly, we find that as the number of random projections increases, the predictive performance of this approach quickly converges to the performance of a kernel operating on the original full dimensional inputs, over a wide range of data sets, even if we are projecting into a single dimension.

Gaussian Processes regression +1

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