Use Metropolis-Hastings instead of Gibbs sampling to sample from the GP classification model. Note that you will

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Use Metropolis-Hastings instead of Gibbs sampling to sample from the GP classification model. Note that you will no longer need to perform the auxiliary variable trick. Compare the predictions with those obtained from the Gibbs sampling approach.

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A First Course In Machine Learning

ISBN: 9781498738484

2nd Edition

Authors: Simon Rogers , Mark Girolam

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