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All publications by Charles Elkan
authors venues years



Predicting accurate probabilities with a ranking loss
Aditya Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan and Lucila Ohno-machado
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Accounting for burstiness in topic models
Gabriel Doyle and Charles Elkan
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Clustering documents with an exponential-family approximation of the Dirichlet compound multinomial distribution
Charles Elkan
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Modeling word burstiness using the Dirichlet distribution
Rasmus E. Madsen, David Kauchak and Charles Elkan
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Sources of Success for Boosted Wrapper Induction
David Kauchak, Joseph Smarr and Charles Elkan
Journal of Machine Learning Research, 2004


Principled Methods for Advising Reinforcement Learning Agents
Eric Wiewiora, Garrison W. Cottrell and Charles Elkan
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


Using the Triangle Inequality to Accelerate k-Means
Charles Elkan
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


Learning the k in k-means
Greg Hamerly and Charles Elkan
Advances in Neural Information Processing Systems 16, 2003