Technical Notes

Here, I post several technical notes in PDF format. These notes have more details than my posts.

  • Probabilistic Latent Semantic Analysis with EM algorithm [PDF] (Update: Feb, 2011)
  • Community Detection with Modularity Optimization [PDF]
  • Logistic Regression [PDF]
    Two Forms of Logistic Regression [PDF]
  • Linear Regression [PDF]
  • Language Models [PDF]