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All publications by Maria-florina Balcan
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Statistical Active Learning Algorithms
Maria-florina Balcan and Vitaly Feldman
Advances in Neural Information Processing Systems 26, 2013


Distributed k-means and k-median clustering on general topologies
Maria-florina Balcan, Steven Ehrlich and Yingyu Liang
Advances in Neural Information Processing Systems 26, 2013


Agnostic active learning
Maria-florina Balcan, Alina Beygelzimer and John Langford
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


On a theory of learning with similarity functions
Maria-florina Balcan and Avrim Blum
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Co-Training and Expansion: Towards Bridging Theory and Practice
Maria-florina Balcan, Avrim Blum and Ke Yang
Advances in Neural Information Processing Systems 17, 2004