Discriminative versus generative parameter and structure learning of Bayesian network classifiers
ICML '05 Proceedings of the 22nd international conference on Machine learning
Expectation maximization algorithms for conditional likelihoods
ICML '05 Proceedings of the 22nd international conference on Machine learning
Selection of Generative Models in Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
Discriminative learning of Bayesian network classifiers
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Modified MMI/MPE: a direct evaluation of the margin in speech recognition
Proceedings of the 25th international conference on Machine learning
Broad phonetic classification using discriminative Bayesian networks
Speech Communication
On Discriminative Parameter Learning of Bayesian Network Classifiers
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Enhancing MML Clustering Using Context Data with Climate Applications
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Discriminative training of HMMs for automatic speech recognition: A survey
Computer Speech and Language
Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers
The Journal of Machine Learning Research
The Latent Maximum Entropy Principle
ACM Transactions on Knowledge Discovery from Data (TKDD)
MedLDA: maximum margin supervised topic models
The Journal of Machine Learning Research
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