追蹤
Maria-Florina Balcan
Maria-Florina Balcan
Professor, School of Computer Science, Carnegie Mellon University
在 cs.cmu.edu 的電子郵件地址已通過驗證
標題
引用次數
引用次數
年份
Agnostic active learning
MF Balcan, A Beygelzimer, J Langford
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006
6482006
Margin based active learning
MF Balcan, A Broder, T Zhang
International Conference on Computational Learning Theory, 35-50, 2007
4412007
Adaptive gradient-based meta-learning methods
M Khodak, MFF Balcan, AS Talwalkar
Advances in Neural Information Processing Systems 32, 2019
4172019
Co-training and expansion: Towards bridging theory and practice
MF Balcan, A Blum, K Yang
Advances in neural information processing systems 17, 2004
4062004
On a theory of learning with similarity functions
MF Balcan, A Blum
Proceedings of the 23rd international conference on Machine learning, 73-80, 2006
2812006
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
2632014
Learning to branch
MF Balcan, T Dick, T Sandholm, E Vitercik
International conference on machine learning, 344-353, 2018
2502018
Distributed -means and -median Clustering on General Topologies
MFF Balcan, S Ehrlich, Y Liang
Advances in neural information processing systems 26, 2013
2332013
Distributed learning, communication complexity and privacy
MF Balcan, A Blum, S Fine, Y Mansour
Conference on Learning Theory, 26.1-26.22, 2012
2292012
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
2232017
Improved distributed principal component analysis
Y Liang, MFF Balcan, V Kanchanapally, D Woodruff
Advances in neural information processing systems 27, 2014
221*2014
The true sample complexity of active learning
MF Balcan, S Hanneke, JW Vaughan
Machine learning 80, 111-139, 2010
2152010
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
2012008
Provable guarantees for gradient-based meta-learning
MF Balcan, M Khodak, A Talwalkar
International Conference on Machine Learning, 424-433, 2019
1832019
Active and passive learning of linear separators under log-concave distributions
MF Balcan, P Long
Conference on Learning Theory, 288-316, 2013
1782013
Robust hierarchical clustering
MF Balcan, Y Liang, P Gupta
The Journal of Machine Learning Research 15 (1), 3831-3871, 2014
1772014
Approximate clustering without the approximation
MF Balcan, A Blum, A Gupta
Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009
1712009
Kernels as features: On kernels, margins, and low-dimensional mappings
MF Balcan, A Blum, S Vempala
Machine Learning 65 (1), 79-94, 2006
1702006
Item pricing for revenue maximization
MF Balcan, A Blum, Y Mansour
Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008
1672008
Learning submodular functions
MF Balcan, NJA Harvey
Proceedings of the forty-third annual ACM symposium on Theory of computing …, 2011
1662011
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