Machine Translation, Speech Recognition, Machine Learning, and the like. Gibbs sampling is a common technique that is used in Bayesian learning that is used to find the true distribution of some distribution over probabilistic variables that we cannot calculate directly. I won’t cover the details here, but Wikipedia or Pattern Recognition and Machine Learning give good introductions. But the impor