Bayeisan Nonparametrics
Lorenzo Rosasco


Description

In this class, we aim to give an overview of some basic concepts in Bayesian Nonparameterics. In particular, we discuss Dirichlet processes and their several characterizations and properties.

Slides

Slides for this lecture: PDF.

Suggested Reading

A list of relevant references is given in the slides.