دنبال کردن
Maria-Florina Balcan
Maria-Florina Balcan
Professor, School of Computer Science, Carnegie Mellon University
ایمیل تأیید شده در cs.cmu.edu
عنوان
نقل شده توسط
نقل شده توسط
سال
Agnostic active learning‏
MF Balcan, A Beygelzimer, J Langford‏
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006‏
6582006
Margin based active learning‏
MF Balcan, A Broder, T Zhang‏
International Conference on Computational Learning Theory, 35-50, 2007‏
4522007
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
4012004
Proceedings of The 33rd International Conference on Machine Learning‏
Y Gal, Z Ghahramani, MF Balcan, KQ Weinberger‏
Proceedings of The 33rd International Conference on Machine Learning 48 …, 2016‏
3212016
On a theory of learning with similarity functions‏
MF Balcan, A Blum‏
Proceedings of the 23rd international conference on Machine learning, 73-80, 2006‏
2832006
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
2612014
Learning to branch‏
MF Balcan, T Dick, T Sandholm, E Vitercik‏
International conference on machine learning, 344-353, 2018‏
2472018
Distributed -means and -median Clustering on General Topologies‏
MFF Balcan, S Ehrlich, Y Liang‏
Advances in neural information processing systems 26, 2013‏
2352013
Distributed learning, communication complexity and privacy‏
MF Balcan, A Blum, S Fine, Y Mansour‏
Conference on Learning Theory, 26.1-26.22, 2012‏
2302012
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
2272017
Improved distributed principal component analysis‏
Y Liang, MFF Balcan, V Kanchanapally, D Woodruff‏
Advances in neural information processing systems 27, 2014‏
219*2014
The true sample complexity of active learning‏
MF Balcan, S Hanneke, JW Vaughan‏
Machine learning 80, 111-139, 2010‏
2162010
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
2042008
Provable guarantees for gradient-based meta-learning‏
MF Balcan, M Khodak, A Talwalkar‏
International Conference on Machine Learning, 424-433, 2019‏
1812019
Active and passive learning of linear separators under log-concave distributions‏
MF Balcan, P Long‏
Conference on Learning Theory, 288-316, 2013‏
1802013
Approximate clustering without the approximation‏
MF Balcan, A Blum, A Gupta‏
Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009‏
1762009
Robust hierarchical clustering‏
MF Balcan, Y Liang, P Gupta‏
The Journal of Machine Learning Research 15 (1), 3831-3871, 2014‏
1752014
Item pricing for revenue maximization‏
MF Balcan, A Blum, Y Mansour‏
Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008‏
1702008
Kernels as features: On kernels, margins, and low-dimensional mappings‏
MF Balcan, A Blum, S Vempala‏
Machine Learning 65 (1), 79-94, 2006‏
1702006
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20