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Maria-Florina Balcan
Maria-Florina Balcan
Professor, School of Computer Science, Carnegie Mellon University
Verified email at cs.cmu.edu
Title
Cited by
Cited by
Year
Agnostic active learning
MF Balcan, A Beygelzimer, J Langford
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006
6112006
Margin based active learning
MF Balcan, A Broder, T Zhang
International Conference on Computational Learning Theory, 35-50, 2007
4042007
Co-training and expansion: Towards bridging theory and practice
MF Balcan, A Blum, K Yang
Advances in neural information processing systems 17, 2004
3902004
Adaptive gradient-based meta-learning methods
M Khodak, MFF Balcan, AS Talwalkar
Advances in Neural Information Processing Systems 32, 2019
3612019
On a theory of learning with similarity functions
MF Balcan, A Blum
Proceedings of the 23rd international conference on Machine learning, 73-80, 2006
2702006
Scalable kernel methods via doubly stochastic gradients
B Dai, B Xie, N He, Y Liang, A Raj, MFF Balcan, L Song
Advances in neural information processing systems 27, 2014
2532014
Distributed -means and -median Clustering on General Topologies
MFF Balcan, S Ehrlich, Y Liang
Advances in neural information processing systems 26, 2013
2202013
Learning to branch
MF Balcan, T Dick, T Sandholm, E Vitercik
International conference on machine learning, 344-353, 2018
2142018
Distributed learning, communication complexity and privacy
MF Balcan, A Blum, S Fine, Y Mansour
Conference on Learning Theory, 26.1-26.22, 2012
2122012
Improved distributed principal component analysis
Y Liang, MFF Balcan, V Kanchanapally, D Woodruff
Advances in neural information processing systems 27, 2014
210*2014
The true sample complexity of active learning
MF Balcan, S Hanneke, JW Vaughan
Machine learning 80, 111-139, 2010
2102010
The power of localization for efficiently learning linear separators with noise
P Awasthi, MF Balcan, PM Long
Journal of the ACM (JACM) 63 (6), 1-27, 2017
2072017
A discriminative framework for clustering via similarity functions
MF Balcan, A Blum, S Vempala
Proceedings of the fortieth annual ACM symposium on Theory of computing, 671-680, 2008
1942008
Approximate clustering without the approximation
MF Balcan, A Blum, A Gupta
Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009
1702009
Active and passive learning of linear separators under log-concave distributions
MF Balcan, P Long
Conference on Learning Theory, 288-316, 2013
1682013
Robust hierarchical clustering
MF Balcan, Y Liang, P Gupta
The Journal of Machine Learning Research 15 (1), 3831-3871, 2014
1662014
Provable guarantees for gradient-based meta-learning
MF Balcan, M Khodak, A Talwalkar
International Conference on Machine Learning, 424-433, 2019
1642019
Item pricing for revenue maximization
MF Balcan, A Blum, Y Mansour
Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008
1642008
Kernels as features: On kernels, margins, and low-dimensional mappings
MF Balcan, A Blum, S Vempala
Machine Learning 65 (1), 79-94, 2006
1622006
Learning submodular functions
MF Balcan, NJA Harvey
Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011
1602011
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