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All publications by Maria-Florina Balcan
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Influence Function Learning in Information Diffusion Networks
Nan Du, Yingyu Liang, Le Song and Maria-Florina Balcan
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Local algorithms for interactive clustering
Pranjal Awasthi, Konstantin Voevodski and Maria-Florina Balcan
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Improved Distributed Principal Component Analysis
Yingyu Liang, Vandana Kanchanapally, David Woodruff and Maria-Florina Balcan
Advances in Neural Information Processing Systems 27, 2014


Active Learning and Best-Response Dynamics
Christopher Berlind, Avrim Blum, Emma Cohen, Kaushik Patnaik, Le Song and Maria-Florina Balcan
Advances in Neural Information Processing Systems 27, 2014


Learning Time-Varying Coverage Functions
Nan Du, Yingyu Liang, Le Song and Maria-Florina Balcan
Advances in Neural Information Processing Systems 27, 2014


Scalable Kernel Methods via Doubly Stochastic Gradients
Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Le Song and Maria-Florina Balcan
Advances in Neural Information Processing Systems 27, 2014


Exploiting Ontology Structures and Unlabeled Data for Learning
Avrim Blum, Yishay Mansour and Maria-Florina Balcan
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Efficient Semi-supervised and Active Learning of Disjunctions
Christopher Berlind, Steven Ehrlich, Yingyu Liang and Maria-Florina Balcan
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013