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All publications by Liu Yang
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Activized Learning with Uniform Classification Noise
Liu Yang and Steve Hanneke
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Buy-in-Bulk Active Learning
Liu Yang and Jaime Carbonell
Advances in Neural Information Processing Systems 26, 2013


Active Learning with a Drifting Distribution
Liu Yang
Advances in Neural Information Processing Systems 24, 2011


The Sample Complexity of Self-Verifying Bayesian Active Learning
Liu Yang, Steve Hanneke and Jaime G. Carbonell
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Negative Results for Active Learning with Convex Losses
Steve Hanneke and Liu Yang
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Online learning by ellipsoid method
Liu Yang, Rong Jin and Jieping Ye
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization
Liu Yang, Rong Jin and Rahul Sukthankar
Advances in Neural Information Processing Systems 21, 2008