The FDA has opened the door to the use of Bayesian statistical methods in clinical trials. The worry: Introducing ...

Abstract: For a classification task, we usually select an appropriate classifier via model selection. How to evaluate whether the chosen classifier is optimal? One ...

Bayes' theorem is a statistical formula used to calculate conditional probability. Learn how it works, how to calculate it ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...