Stats 362: Bayesian nonparametrics
Spring 2014

  • Lecture notes
  • Homework

















Topic Dates
Preliminaries, Dirichlet Process, Mixture models 3/31, 4/2, 4/7, 4/9
Pitman-Yor process 4/14
Hierarchical Dirichlet Processes (Teh et al.) 4/16
Feature models, Completely Random Measures, Normalized Completely Random Measures, Gibbs-type priors 4/21 - 5/7
Dependent normalized random measures (Chen et al.) 5/12, 5/14

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