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    Efficient Sampling for Gaussian Process Inference using Control Variables
    15 years 1 months ago
    Efficient Sampling for Gaussian Process Inference using Control Variables
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    Sampling functions in Gaussian process (GP) models is challenging because of the highly correlated posterior distribution. We describe an efficient Markov chain Monte Carlo algori...
    Michalis Titsias, Neil D. Lawrence, Magnus Rattray
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