Here's a list of potential topics for CUP. Some of these I have copied from last year's list. Feel free to add others

Nonparametrics (Bayesian and otherwise)

  • Bayesian nonparametric --- Nils Hjort edited book
  • All of nonparametric statistics
  • Gaussian processes
  • Something about with kernels


  • Variational Inference in Nonconjugate Models
  • Nonparametric Bayes particle filtering


  • Nesterov acceleration
  • ADMM (e.g., Foundations and Trends book)


  • Papers on Vowpal Rabbit, Spark
  • Several streaming inference papers from this past NIPS

Machine learning

  • Taskar stuff with DPPs

-- CharlesSutton - 07 Nov 2013
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Topic revision: r2 - 05 Nov 2014 - 12:42:35 - CharlesSutton
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