Exact Inference Optimization in Discrete Graphical Models
AI technologies are rapidly being adopted across sectors such as healthcare, finance, and manufacturing, delivering economic value through improved efficiency and automation. Much …
Partial Evaluation in Junction Trees
One prominent method to perform inference on probabilistic graphical models is the *probability propagation in trees of clusters* (PPTC) algorithm. In this paper, we demonstrate …