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All publications by Steve Hanneke
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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


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


Network Completion and Survey Sampling
Steve Hanneke and Eric P. Xing
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


A bound on the label complexity of agnostic active learning
Steve Hanneke
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Recovering temporally rewiring networks: a model-based approach
Fan Guo, Steve Hanneke, Wenjie Fu and Eric P. Xing
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


An analysis of graph cut size for transductive learning
Steve Hanneke
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006