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All publications by Ya Xue
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The matrix stick-breaking process for flexible multi-task learning
Ya Xue, David B. Dunson and Lawrence Carin
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Multi-Task Learning for Classification with Dirichlet Process Priors
Ya Xue, Xuejun Liao, Lawrence Carin and Balaji Krishnapuram
Journal of Machine Learning Research, 2007


Incomplete-data classification using logistic regression
David Williams, Xuejun Liao, Ya Xue and Lawrence Carin
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Logistic regression with an auxiliary data source
Xuejun Liao, Ya Xue and Lawrence Carin
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


On Semi-Supervised Classification
Balaji Krishnapuram, David Williams, Ya Xue, Lawrence Carin, Mário Figueiredo and Alexander J. Hartemink
Advances in Neural Information Processing Systems 17, 2004