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Steve Hanneke
Steve Hanneke
Purdue University
Potvrđena adresa e-pošte na ttic.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Discrete temporal models of social networks
S Hanneke, W Fu, EP Xing
Electronic journal of statistics 4, 585-605, 2010
5102010
A bound on the label complexity of agnostic active learning
S Hanneke
Proceedings of the 24th international conference on Machine learning, 353-360, 2007
3282007
Theory of disagreement-based active learning
S Hanneke
Foundations and Trends® in Machine Learning 7 (2-3), 131-309, 2014
2342014
The true sample complexity of active learning
MF Balcan, S Hanneke, JW Vaughan
Machine learning 80 (2), 111-139, 2010
1932010
Rates of convergence in active learning
S Hanneke
The Annals of Statistics, 333-361, 2011
1402011
Recovering temporally rewiring networks: A model-based approach
F Guo, S Hanneke, W Fu, EP Xing
Proceedings of the 24th international conference on Machine learning, 321-328, 2007
1402007
A theory of transfer learning with applications to active learning
L Yang, S Hanneke, J Carbonell
Machine learning 90 (2), 161-189, 2013
1252013
Theoretical foundations of active learning
S Hanneke
Carnegie Mellon University, 2009
1202009
The optimal sample complexity of PAC learning
S Hanneke
The Journal of Machine Learning Research 17 (1), 1319-1333, 2016
1162016
Discrete temporal models of social networks
S Hanneke, EP Xing
ICML Workshop on Statistical Network Analysis, 115-125, 2006
1052006
Vc classes are adversarially robustly learnable, but only improperly
O Montasser, S Hanneke, N Srebro
Conference on Learning Theory, 2512-2530, 2019
952019
Teaching dimension and the complexity of active learning
S Hanneke
International conference on computational learning theory, 66-81, 2007
942007
Minimax analysis of active learning.
S Hanneke, L Yang
J. Mach. Learn. Res. 16 (1), 3487-3602, 2015
892015
Activized learning: Transforming passive to active with improved label complexity
S Hanneke
The Journal of Machine Learning Research 13 (1), 1469-1587, 2012
592012
Adaptive Rates of Convergence in Active Learning.
S Hanneke
COLT, 2009
522009
Network completion and survey sampling
S Hanneke, EP Xing
Artificial Intelligence and Statistics, 209-215, 2009
482009
Theory of active learning
S Hanneke
Foundations and Trends in Machine Learning 7 (2-3), 2014
382014
Robust interactive learning
MF Balcan, S Hanneke
Conference on Learning Theory, 20.1-20.34, 2012
382012
Surrogate losses in passive and active learning
S Hanneke, L Yang
Electronic Journal of Statistics 13 (2), 4646-4708, 2019
342019
On the value of target data in transfer learning
S Hanneke, S Kpotufe
Advances in Neural Information Processing Systems 32, 2019
332019
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