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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