# Convolutional Gaussian Processes

Mark van der WilkCarl Edward RasmussenJames Hensman

We present a practical way of introducing convolutional structure into Gaussian processes, making them more suited to high-dimensional inputs like images. The main contribution of our work is the construction of an inter-domain inducing point approximation that is well-tailored to the convolutional kernel... (read more)

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