Bayesian Machine Learning and Julia are a match made in heaven Bayesian inference with less pain and even less code.
When is Bayesian Machine Learning actually useful? Personal thoughts about a somewhat controversial paradigm.
A Gaussian Process model for heteroscedasticity How Gaussian Process regression can handle varying variance.