Gaussian Processes for Big Data through Stochastic Variational Inference

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Deep Gaussian Processes (2012, background): “In a recent workshop publication Hensman and Lawrence [2012] have shown that the standard variational GP and Bayesian GP-LVM can be made to ﬁt within this formalism.”