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Concrete problems for autonomous vehicle safety: advantages of Bayesian deep learning

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Convolutional Gaussian Processes

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Understanding Probabilistic Sparse Gaussian Process Approximations

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Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models

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