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All publications by Wei Chu
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Contextual Bandits with Linear Payoff Functions
Wei Chu, Lihong Li, Lev Reyzin and Robert E. Schapire
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Probabilistic Models for Incomplete Multi-dimensional Arrays
Wei Chu and Zoubin Ghahramani
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Gaussian Process Models for Link Analysis and Transfer Learning
Kai Yu and Wei Chu
Advances in Neural Information Processing Systems 20, 2007


Hidden Common Cause Relations in Relational Learning
Ricardo Silva, Wei Chu and Zoubin Ghahramani
Advances in Neural Information Processing Systems 20, 2007


Relational Learning with Gaussian Processes
Wei Chu, Vikas Sindhwani, Zoubin Ghahramani and S. S. Keerthi
Advances in Neural Information Processing Systems 19, 2006


Stochastic Relational Models for Discriminative Link Prediction
Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp and Zhao Xu
Advances in Neural Information Processing Systems 19, 2006


New approaches to support vector ordinal regression
Wei Chu and S. S. Keerthi
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Preference learning with Gaussian processes
Wei Chu and Zoubin Ghahramani
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


A matching pursuit approach to sparse Gaussian process regression
Sathiya Keerthi and Wei Chu
Advances in Neural Information Processing Systems 18, 2005


Gaussian Processes for Ordinal Regression
Wei Chu and Zoubin Ghahramani
Journal of Machine Learning Research, 2005


A graphical model for protein secondary structure prediction
Wei Chu, Zoubin Ghahramani and David L. Wild
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004