FWF - Diskriminatives Lernen - Discriminative Learning of Bayesian Network Classifiers

Wohlmayr, Michael (Co-Investigator (CoI))
Pernkopf, Franz (Principal Investigator (PI))

Institute of Signal Processing and Speech Communication (4420)

Project: Research project

5 Conference paper
2 Article

7 results

2010

Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers
Pernkopf, F. & Bilmes, J., 2010, In: Journal of Machine Learning Research. p. 2323-2360
Research output: Contribution to journal › Article › peer-review
2009

Finite Mixture Spectrogram Modeling for Multipitch Tracking Using A Factorial Hidden Markov Model
Wohlmayr, M. & Pernkopf, F., 2009, Proceedings of the 10th Annual Conference of the International Speech Communication Association. ., p. 1079-1082
Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
On Discriminative Parameter Learning of Bayesian Network Classifiers
Pernkopf, F. & Wohlmayr, M., 2009, European Conference on Machine Learning (ECML 2009). ., p. 221-237
Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
2008

Broad Phonetic Classification Using Discriminative Bayesian Networks
Pernkopf, F., Pham, T. V. & Bilmes, J., 2008, In: Speech Communication. 51, 2, p. 151-166
Research output: Contribution to journal › Article
Multipitch Tracking Using A Factorial Hidden Markov Model
Wohlmayr, M. & Pernkopf, F., 2008, Interspeech - International Conference on Spoken Language Processing. ., p. 1-4
Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Order-based Discriminative Structure Learning for Bayesian network Classifiers
Pernkopf, F. & Bilmes, J., 2008, International Symposium on Artificial Intelligence and Mathematics. ., p. 1-8
Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
2005

Discriminative versus Generative Parameter and Structure Learning of Bayesian Network Classifiers
Pernkopf, F. & Bilmes, J., 2005, International Conference on Machine Learning (ICML). ., p. 657-664
Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

FWF - Diskriminatives Lernen - Discriminative Learning of Bayesian Network Classifiers

Research output

Search results

Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers

Finite Mixture Spectrogram Modeling for Multipitch Tracking Using A Factorial Hidden Markov Model

On Discriminative Parameter Learning of Bayesian Network Classifiers

Broad Phonetic Classification Using Discriminative Bayesian Networks

Multipitch Tracking Using A Factorial Hidden Markov Model

Order-based Discriminative Structure Learning for Bayesian network Classifiers

Discriminative versus Generative Parameter and Structure Learning of Bayesian Network Classifiers