• Parallel alternating Newton-like solver for Admixture of Poisson MRFs (APM) model
This MATLAB code trains an Admixture of Poisson MRFs (APM) model using the algorithm described in the associated paper “Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs”. Please see associated papers for more information about the APM model and algorithm.


The code can be cloned/downloaded from this GitHub repository: https://github.com/davidinouye/apm

Version Information

  • Version 0.9.1 – Fixed several bugs related to held-out dataset option.
  • Version 0.9 – First version


This software is released under the MIT License but please acknowledge its use with a citation to the following publication:

Related Publications

Developer: David Inouye   

Associated Project: Topic Models with Word Dependencies