Mixture Models

concepts · 2 notes linked

Related: Arxiv · Graphical Models · Structure Learning · Markov Random Fields · Dirichlet Distribution · Bayesian Inference · Conjugate Prior

Notes

• Dirichlet distribution - Wikipedia — Multivariate continuous distribution over probability simplices used as Bayesian prior
• Learning High-Dimensional Mixtures of Graphical Models — Efficient unsupervised learning of mixtures of discrete graphical models via tree approximation