From Query DAGs to Sum-Product Networks
A brief and gentle historical account of exploiting context-specific independence in probabilistic graphical models.
A Concise Introduction to Probabilistic Graphical Modeling
A brief and gentle introduction to Bayesian networks, arithmetic circuits and sum-product networks.
This is the first post of the blog.