Modelling, inference and optimization in probabilistic machine learning

<p>Bayesian machine learning has gained tremendous attention in the machine learning community over the past few years. Bayesian methods offer a coherent reasoning for quantifying uncertainties in the decision making procedure, based on the Bayes rule. One of the core advantages of Bayesian me...