Software by Emtiyaz

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  • 08 Feb 2012: MATLAB code for our AISTATS-2012 paper.
  • 20 Dec 2011: catLGM software for categorical Data Analysis. Also see list of examples.
  • 2011: Piecewise linear/quadratic bounds to the log(1+exp(x)) function [ MATLAB code ] and [ Python code ] for our ICML-2011 [ paper ]
  • June, 2011: Mixed-data factor analysis [ MATLAB code ] for our NIPS-2010 [ paper ]
  • 2009: Updating inverse of a matrix when a column is added/removed OneColInv.m
  • Kalman Filter Demo : KFdemo.m, KF.m
  • June, 2007: VBEM - An implementation of Variational Bayes for Gaussian Mixture Model based on Bishop’s Book,
    Download, Need Netlab for initialization
  • July 13, 2007: EM Algorithm for Time-varying AR model, Based on this paper, Need signal processing toolbox for one or two functions,
    Download