Browsing Theses by Author "Omar, Farheen"
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Online Bayesian Learning in Probabilistic Graphical Models using Moment Matching with Applications
Omar, Farheen (University of Waterloo, 2016-05-18)Probabilistic Graphical Models are often used to e fficiently encode uncertainty in real world problems as probability distributions. Bayesian learning allows us to compute a posterior distribution over the parameters of ...