Deep convolutional Gaussian processes

Kenneth Blomqvist, Samuel Kaski, Markus Heinonen

We propose deep convolutional Gaussian processes, a deep Gaussian process architecture with convolutional structure. The model is a principled Bayesian framework for detecting hier…