Just because I get asked this question pretty often when talking about vaes with flexible base distributions and figured i'd make a simple example. If we think of diffusion models as hierachical VAE ...

In the ever-evolving toolkit of statistical analysis techniques, Bayesian statistics has emerged as a popular and powerful methodology for making decisions from data in the applied sciences. Bayesian ...

Comparing phenotypic traits with speciation/extinction rates using samples from a posterior distribution, with Phylogenetic Generalized Least Squares in R. In my case I used color evolution rates ...