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Sparse Gaussian processes

Gaussian processes for classification

Reliable uncertainty estimates for neural network predictions

Latent variable models, part 2

Stochastic variational inference and variational autoencoders

Latent variable models, part 1

Gaussian mixture models and the EM algorithm