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Extending Expectation Propagation for Graphical Mo
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Extending Expectation Propagation for Graphical Models Yuan (Alan) Qi Joint work with Tom Minka Motivation Graphical models are widely used in real-world applications, such as wireless communications and bioinformatics. Inference techniques on graphical models often sacrifice efficiency for accuracy or sacrifice accuracy for efficiency. Need a method that better balances the trade-off between accuracy and efficiency.
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Undergrad and Grad
-Applied Sciences
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By
lee Luther
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Tags: Extending Expectation Propagation Graphical Models , Yuan (Alan) Qi , Outline , Background expectation propagation (EP) , Extending EP Bayesian networks dynamic systems , Poisson tracking , Signal detection wireless communications , Tree-structured EP loopy graphs , Conclusions and future work , Joint work Tom Minka
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