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All publications by Claire Monteleoni
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Online Clustering with Experts
Anna Choromanska and Claire Monteleoni
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Analysis of Perceptron-Based Active Learning
Sanjoy Dasgupta, Adam T. Kalai and Claire Monteleoni
Journal of Machine Learning Research, 2009


Streaming k-means approximation
Nir Ailon, Ragesh Jaiswal and Claire Monteleoni
Advances in Neural Information Processing Systems 22, 2009


Privacy-preserving logistic regression
Kamalika Chaudhuri and Claire Monteleoni
Advances in Neural Information Processing Systems 21, 2008


A general agnostic active learning algorithm
Sanjoy Dasgupta, Claire Monteleoni and Daniel J. Hsu
Advances in Neural Information Processing Systems 20, 2007


Online Learning of Non-stationary Sequences
Claire Monteleoni and Tommi S. Jaakkola
Advances in Neural Information Processing Systems 16, 2003