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01/23/2013
A General Algorithm for Approximate Inference and its Application to Hybrid Bayes Nets
The clique tree algorithm is the standard method for doing inference in ...
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01/10/2013
Exact Inference in Networks with Discrete Children of Continuous Parents
Many real life domains contain a mixture of discrete and continuous vari...
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01/10/2013
Inference in Hybrid Networks: Theoretical Limits and Practical Algorithms
An important subclass of hybrid Bayesian networks are those that represe...
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12/12/2012