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cs.AI2012
New Advances and Theoretical Insights into EDML
Khaled S. Refaat, Arthur Choi, Adnan Darwiche
EDML is a recently proposed algorithm for learning MAP parameters in Bayesian networks. In this paper, we present a number of new advances and insights on the EDML algorithm. First…
cs.AI2012
EDML: A Method for Learning Parameters in Bayesian Networks
Arthur Choi, Khaled S. Refaat, Adnan Darwiche
We propose a method called EDML for learning MAP parameters in binary Bayesian networks under incomplete data. The method assumes Beta priors and can be used to learn maximum likel…