Dirichlet Process

From Ioannis Kourouklides
Revision as of 17:09, 24 October 2017 by Kourouklides (talk | contribs) (Created page with "This page contains resources about [https://en.wikipedia.org/wiki/Dirichlet_process Dirichlet Processes]. ==Online Courses== ===Video Lectures=== ===Lecture Notes=== == Books...")
(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)
Jump to navigation Jump to search

This page contains resources about Dirichlet Processes.

Online Courses[edit]

Video Lectures[edit]

Lecture Notes[edit]

Books and Book Chapters[edit]

  • Ghosh, J. K., & Ramamoorthi, R. V. (2003). Bayesian Nonparametrics.Springer Series in Statistics. Springer-Verlag, New York16, 37.
  • Hjort, N. L., Holmes, C., Müller, P., & Walker, S. G. (Eds.). (2010). Bayesian Nonparametrics (Vol. 28). Cambridge University Press.
  • Murphy, K. P. (2012). Machine Learning: A Probabilistic Perspective. Chapter 25: Clustering. MIT Press.
  • Theodoridis, S. (2015). Machine Learning: A Bayesian and Optimization Perspective. Section 13.12: Nonparametric Bayesian Modeling. Academic Press.

Scholarly Articles[edit]

Software[edit]

Other Resources [edit]