Steve Hanneke - Concepedia

Author

Steve Hanneke

Carnegie Mellon University

Also Known As

Hanneke, Steve, S. Hanneke, Steve Hanneke

130

Publications

2.3K

Citations

H-Index

Concepts

All Affiliations

Carnegie Mellon University Toyota Technological Institute at Chicago Columbia University

About

Steve Hanneke is an author at Carnegie Mellon University specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	15	1.4K
2	Business	3	3	677
3	Education	1	1	16
4	Social Sciences	1	1	38
5	Behavioral Sciences	1	1	38

Steve Hanneke

Publications

1.9K

Citations

H-Index

Page 1

	Year	Citations
Discrete temporal models of social networks Steve Hanneke, Wenjie Fu, Eric P. Xing Electronic Journal of Statistics EngineeringNetwork AnalysisNetwork ModelNetwork DynamicTemporal Erg Models	2010	563
A bound on the label complexity of agnostic active learning Steve Hanneke Artificial IntelligenceAgnostic Pac ModelEngineeringMachine LearningData Science	2007	247
Theory of Disagreement-Based Active Learning Steve Hanneke Foundations and Trends® in Machine Learning	2014	183
A theory of transfer learning with applications to active learning Steve Hanneke, Jaime Carbonell Machine Learning	2012	170
The true sample complexity of active learning Maria-Florina Balcan, Steve Hanneke, Jennifer Wortman Vaughan Machine Learning True Sample ComplexityEngineeringMachine LearningComputational Learning TheoryAlgorithmic Learning	2010	102
Recovering temporally rewiring networks Fan Guo, Steve Hanneke, Wenjie Fu, EngineeringInteraction NetworkNetwork AnalysisPlausible RepresentationNetwork Dynamic	2007	101
Theoretical foundations of active learning Steve Hanneke	2009	73
Minimax analysis of active learning Steve Hanneke, Lin F. Yang Artificial IntelligenceActive Learning ProblemsEngineeringMachine LearningData Science	2015	58
The Optimal Sample Complexity of PAC Learning Steve Hanneke arXiv (Cornell University) Mathematical ProgrammingComputational Complexity TheoryEngineeringPac LearningMachine Learning	2015	57
Proceedings of the 28th International Conference on Algorithmic Learning Theory Steve Hanneke, Lev Reyzin Artificial IntelligenceEngineeringMachine LearningComputational Learning TheoryAlgorithmic Learning	2017	55

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