Browsing Computer Science by Subject "graphical models"
Now showing items 1-2 of 2
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On the Relationship between Sum-Product Networks and Bayesian Networks
(University of Waterloo, 2015-06-08)Sum-Product Networks (SPNs), which are probabilistic inference machines, have attracted a lot of interests in recent years. They have a wide range of applications, including but not limited to activity modeling, language ... -
Structured Prediction on Dirty Datasets
(University of Waterloo, 2021-12-20)Many errors cannot be detected or repaired without taking into account the underlying structure and dependencies in the dataset. One way of modeling the structure of the data is graphical models. Graphical models combine ...