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[Formula: see text] VAE: a stochastic process prior for Bayesian deep learning with MCMC

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Stochastic processes provide a mathematically elegant way to model complex data. In theory, they provide flexible priors over function classes that can encode a wide range of interesting assumptions. However, in practice efficient inference by optimisation or ... ...