Decision Diagrams Part II - Parameterized ADDs
A brief introduction to Parameterized Algebraic Decision Diagrams
Decision Diagrams Part I - Binary and Algebraic Decision Diagrams
A brief introduction to Binary and Algebraic Decision Diagrams
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.