Convolutional Gaussian Processes

Mark van der Wilk, Carl Edward Rasmussen, James Hensman

Neural Information Processing Systems 

We also show how the marginal likelihood can be used to find an optimal weighting between convolutional and RBF kernels to further improve performance.

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