Since the posterior distribution of the latent variables given the observed data is intractable, approximate inference methods are used. Two primary approaches are Gibbs Sampling and Variational ...

Which geometry for the probability simplex? We studied Aitchison geometry (left), Hilbert simplex geometry (middle) and its equivalent representation in a normed space wrt. variation norm.