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Maria-Florina Balcan
Maria-Florina Balcan
Professor, School of Computer Science, Carnegie Mellon University
Geverifieerd e-mailadres voor cs.cmu.edu
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Agnostic active learning
MF Balcan, A Beygelzimer, J Langford
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006
5772006
Co-training and expansion: Towards bridging theory and practice
MF Balcan, A Blum, K Yang
Advances in neural information processing systems 17, 2004
3712004
Margin based active learning
MF Balcan, A Broder, T Zhang
Learning Theory: 20th Annual Conference on Learning Theory, COLT 2007, San …, 2007
3562007
Adaptive gradient-based meta-learning methods
M Khodak, MFF Balcan, AS Talwalkar
Advances in Neural Information Processing Systems 32, 2019
2662019
On a theory of learning with similarity functions
MF Balcan, A Blum
Proceedings of the 23rd international conference on Machine learning, 73-80, 2006
2522006
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
2402014
Distributed learning, communication complexity and privacy
MF Balcan, A Blum, S Fine, Y Mansour
Conference on Learning Theory, 26.1-26.22, 2012
2022012
The true sample complexity of active learning
MF Balcan, S Hanneke, JW Vaughan
Machine learning 80, 111-139, 2010
2002010
Improved distributed principal component analysis
Y Liang, MFF Balcan, V Kanchanapally, D Woodruff
Advances in neural information processing systems 27, 2014
199*2014
Distributed -means and -median Clustering on General Topologies
MFF Balcan, S Ehrlich, Y Liang
Advances in neural information processing systems 26, 2013
1922013
Kernels as features: On kernels, margins, and low-dimensional mappings
MF Balcan, A Blum, S Vempala
Machine Learning 65 (1), 79-94, 2006
1912006
The power of localization for efficiently learning linear separators with noise
P Awasthi, MF Balcan, PM Long
Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014
1872014
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
1792008
Learning to branch
MF Balcan, T Dick, T Sandholm, E Vitercik
International conference on machine learning, 344-353, 2018
1682018
Approximate clustering without the approximation
MF Balcan, A Blum, A Gupta
Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009
1682009
Approximation algorithms and online mechanisms for item pricing
MF Balcan, A Blum
Proceedings of the 7th ACM Conference on Electronic Commerce, 29-35, 2006
1602006
Item pricing for revenue maximization
MF Balcan, A Blum, Y Mansour
Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008
1582008
Robust hierarchical clustering
MF Balcan, Y Liang, P Gupta
The Journal of Machine Learning Research 15 (1), 3831-3871, 2014
1552014
Learning submodular functions
MF Balcan, NJA Harvey
Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011
1532011
Active and passive learning of linear separators under log-concave distributions
MF Balcan, P Long
Conference on Learning Theory, 288-316, 2013
1512013
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Artikelen 1–20