Code and Informal Technical Reports

Bayesian Non-Parametrics

  • Step by step derivation of a variational Bayes for an infinite mixture (GMM in the report), code is also available: files

  • Image segmentation with MRF coupled infinite mixture model. Send me an e-mail if you are interested in the code. report

Method of Moments

  • Space Efficient Implementation of the Tensor Power Method (Method of moments without forming the moment tensor!). Here are the files: files