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Pernkopf, F., & Bilmes J. (2010).  Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers. Journal of Machine Learning Research. 11, 2323-2360. Download: pernkopf10a.pdf (633.86 KB)
Pernkopf, F., & Bilmes J. (2008).  Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers. Technical Report, Laboratory for Signal Processing and Speech Communication.  Download: mastertr.pdf (662.12 KB)
Pernkopf, F., & Bilmes J. (2005).  Discriminative versus Generative Parameter and Structure Learning of Bayesian Network Classifiers. International Conference on Machine Learning (ICML). 657 - 664. Download: icml2005.pdf (138.45 KB)