Publications
2012
Transparent user models for personalization
Khalid El-Arini, Ulrich Paquet, Ralf Herbrich, Jurgen Van Gael and Blaise Agüera y Arcas
Proceedings of 18th International Conference on Knowledge Discovery and Data Mining (KDD 2012)
Crowd IQ: aggregating opinions to boost performance
Yoram Bachrach, Thore Graepel, Gjergji Kasneci, Michal Kosinski, and Jurgen Van Gael
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012)
Bayesian Nonparametric Hidden Markov Models
PhD Thesis, Jurgen Van Gael
2011
Measure transformer semantics for bayesian machine learning
Borgstroehm J., Gordon A., Greenberg M., Margetson J., Van Gael J.
Proceedings of the 20th European conference on Programming languages and systems (ESOP 2011/ETAPS 2011)
CoBayes: bayesian knowledge corroboration with assessors of unknown areas of expertise
Kasneci G., Van Gael J., Stern D., Graepel T.
Proceedings of the fourth ACM international conference on Web search and data mining (WDSM 2011)
DBrev: Dreaming of a Database Revolution
Kasneci G., Van Gael J., Graepel T.
Biennial Conference on Innovative Datasystems Research (CIDR 2011)
2010
Bayesian Knowledge Corroboration with Logical Rules and User Feedback
Kasneci G., Van Gael J., Graepel T., Herbrich R.
European Conference on Machine Learning (ECML 2011)
Vuvuzelas & Active Learning for Online Classification
Paquet, U. Van Gael J., Stern D., Kasneci G., Herbrich R., Graepel T.
Computational Social Science and the Wisdom of Crowds Workshop
Scaling the iHMM: Parallelization versus Hadoop
Bratieres, S. and Van Gael J., Vlachos A., Ghahramani Z.
2010 10th IEEE International Conference on Computer and Information Technology
Traffic Classification in Information Poor Environments
Rotsos C., Van Gael J., Moore A.W., Ghahramani Z.
1st International Workshop on Traffic Analysis and Classification
Predicting Information Spreading in Twitter
Zaman T.R., Herbrich R., Van Gael J., Stern D.
Computational Social Science and the Wisdom of Crowds Workshop
2009
Variational inference for the Indian buffet process
Doshi-Velez F., Miller K.T., Van Gael J., Teh Y.W.
Proceedings of the Intl. Conf. on Artificial Intelligence and Statistics (AISTATS 2009)
The infinite HMM for unsupervised PoS tagging
Van Gael J., Vlachos A., Ghahramani Z.
Empirical Methods in Natural Language Processing (EMNLP 2009)
The infinite factorial hidden Markov model
Van Gael J., Teh Y.W., Ghahramani Z.
Advances in Neural Information Processing Systems (NIPS 2009)
2008
Beam sampling for the infinite hidden markov model
Van Gael J., Saatci Y., Teh Y.W., Ghahramani Z.
Proceedings of the 25th international conference on Machine learning (ICML 2008)
Machine Learning for Bug Discovery
Doshi-Velez F., Van Gael J.
2007
Improving diversity in ranking using absorbing random walks
Goldberg A.B., Zhu X., Van Gael J., Andrzejewski D.
Proceedings of Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT)
Correlation clustering for crosslingual link detection
Van Gael J., Zhu X.
International Joint Conference on Artificial Intelligence (IJCAI 2007)
2006
Ranking Biomedical Passages for Relevance and Diversity: University of Wisconsin, Madison at TREC Genomics 2006
Goldberg A.B., Andrzejewski D., Van Gael J., Settles B., Zhu X., Craven M.
2010 10th IEEE International Conference on Computer and Information Technology