2014/07/10

Probabilistic models of nonnegative matrix factorisation

Introduction

I wrote this post last year. I thought it is good to publish this here. Here, we give a brief review of probabilistic models of nonnegative matrix factorisation (NMF). We mainly list the papers which are important to gain intuition and sketch the main ideas without too much mathematical detail.