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01/10/2013
Expectation Propagation for approximate Bayesian inference
This paper presents a new deterministic approximation technique in Bayes...
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12/12/2012
Expectation-Propogation for the Generative Aspect Model
The generative aspect model is an extension of the multinomial model for...
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07/04/2012
Structured Region Graphs: Morphing EP into GBP
GBP and EP are two successful algorithms for approximate probabilistic i...
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05/09/2012
Virtual Vector Machine for Bayesian Online Classification
In a typical online learning scenario, a learner is required to process ...
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03/15/2012