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…