Slide 1Exact Inference Slide 2 Inference Basic task for inference: – Compute a posterior distribution for some query variables given some observed evidence – Sum out…
Slide 1 Graphical Models Lei Tang Slide 2 Review of Graphical Models Directed Graph (DAG, Bayesian Network, Belief Network) Typically used to represent causal relationship…
Pattern Recognition and Machine Learning-Chapter 13: Sequential Data Affiliation: Kyoto University Name: Kevin Chien, Dr. Oba Shigeyuki, Dr. Ishii Shin Date: Dec. 9, 2011…
Variational Bayesian Image Processing on Stochastic Factor Graphs Xin Li Lane Dept. of CSEE West Virginia University Outline Statistical modeling of natural images From old-fashioned…