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
Statistics

Nonparametrics (Bayesian and otherwise)

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

Inference

  • Variational Inference in Nonconjugate Models
  • Nonparametric Bayes particle filtering
  • Sequential monte carlo

Optimisation

Scaling

Machine learning

  • Taskar stuff with DPPs
Neural networks

  • Batch Normalization: Accelerating Deep Network Training by Reducing
    Internal Covariate Shift
    Sergey Ioffe, Christian Szegedy
    http://arxiv.org/abs/1502.03167

-- CharlesSutton - 07 Nov 2013

Topic revision: r3 - 28 Apr 2015 - 11:03:36 - CharlesSutton
 
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