| Agnostic active learning MF Balcan, A Beygelzimer, J Langford MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 23, 65, 2006 | 692 | 2006 |
| Margin based active learning MF Balcan, A Broder, T Zhang International Conference on Computational Learning Theory, 35-50, 2007 | 497 | 2007 |
| Adaptive gradient-based meta-learning methods M Khodak, MFF Balcan, AS Talwalkar Advances in neural information processing systems 32, 2019 | 477 | 2019 |
| Co-training and expansion: Towards bridging theory and practice MF Balcan, A Blum, K Yang Advances in neural information processing systems 17, 2004 | 409 | 2004 |
| On a theory of learning with similarity functions MF Balcan, A Blum Proceedings of the 23rd international conference on Machine learning, 73-80, 2006 | 293 | 2006 |
| Learning to branch MF Balcan, T Dick, T Sandholm, E Vitercik International conference on machine learning, 344-353, 2018 | 285 | 2018 |
| Scalable kernel methods via doubly stochastic gradients B Dai, B Xie, N He, Y Liang, A Raj, MF Balcan, L Song Advances in neural information processing systems 27, 2014 | 274 | 2014 |
| 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 | 251 | 2017 |
| Distributed -means and -median Clustering on General Topologies MFF Balcan, S Ehrlich, Y Liang Advances in neural information processing systems 26, 2013 | 245 | 2013 |
| Distributed learning, communication complexity and privacy MF Balcan, A Blum, S Fine, Y Mansour Conference on Learning Theory, 26.1-26.22, 2012 | 240 | 2012 |
| Improved distributed principal component analysis Y Liang, MFF Balcan, V Kanchanapally, D Woodruff Advances in neural information processing systems 27, 2014 | 235* | 2014 |
| The true sample complexity of active learning MF Balcan, S Hanneke, JW Vaughan Machine learning 80 (2), 111-139, 2010 | 229 | 2010 |
| 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 | 215 | 2008 |
| Provable guarantees for gradient-based meta-learning MF Balcan, M Khodak, A Talwalkar International Conference on Machine Learning, 424-433, 2019 | 199 | 2019 |
| Robust hierarchical clustering MF Balcan, Y Liang, P Gupta The Journal of Machine Learning Research 15 (1), 3831-3871, 2014 | 193 | 2014 |
| Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013 | 192 | 2013 |
| Commitment without regrets: Online learning in stackelberg security games MF Balcan, A Blum, N Haghtalab, AD Procaccia Proceedings of the sixteenth ACM conference on economics and computation, 61-78, 2015 | 181 | 2015 |
| Approximate clustering without the approximation MF Balcan, A Blum, A Gupta Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009 | 179 | 2009 |
| Kernels as features: On kernels, margins, and low-dimensional mappings MF Balcan, A Blum, S Vempala Machine Learning 65 (1), 79-94, 2006 | 179 | 2006 |
| Item pricing for revenue maximization MF Balcan, A Blum, Y Mansour Proceedings of the 9th ACM Conference on Electronic Commerce, 50-59, 2008 | 174 | 2008 |
Avrim BlumProfessor and Chief Academic Officer, Toyota Technological Institute at ChicagoVerified email at ttic.edu
