My github page is here. But of the older (matlab) codes are below.
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
Space Efficient Implementation of the Tensor Power Method (Method of moments without forming the moment tensor!). Here are the files: files
March 2020, Mila Applied Research Team Reinforcement Learning Introduction slides
November 2017, UIUC CS598PS Guest lecture on implicit generative model learning (GANs are an instance of this) slides
November 2017, UIUC CS598PS Guest lecture on latent variable models slides
June 2017, Uber AI labs talk on global learning for time series slides