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math.ST2021

Contraction rates for sparse variational approximations in Gaussian process regression

Dennis Nieman, Botond Szabo, Harry van Zanten

We study the theoretical properties of a variational Bayes method in the Gaussian Process regression model. We consider the inducing variables method introduced by Titsias (2009a)…