Machine Learning, Aritificial Intelligence, Data Science, Programming, Deep Learning.
hard to sample from the joint probability p but it is not hard if we fixed all but one variable, i.e. the conditional distributions above are tractable and easy to sample. Then, instead of sampling all D values in a data sample at once, we just sample one component only. For the next data sample,