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Steve Hanneke
- > Home > Persons > Steve Hanneke
Publications
- 2022
- [c41]Steve Hanneke:
Universally Consistent Online Learning with Arbitrarily Dependent Responses. ALT 2022: 488-497 - [i36]Steve Hanneke:
Universally Consistent Online Learning with Arbitrarily Dependent Responses. CoRR abs/2203.06046 (2022) - 2021
- [j14]Steve Hanneke:
Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes. J. Mach. Learn. Res. 22: 130:1-130:116 (2021) - [c30]Steve Hanneke:
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible? COLT 2021: 4642-4646 - [i27]Steve Hanneke:
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible? CoRR abs/2107.09542 (2021) - 2020
- [c26]Steve Hanneke:
Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes. ITA 2020: 1-95 - 2017
- [i12]Steve Hanneke:
Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes. CoRR abs/1706.01418 (2017) - 2016
- [j8]Steve Hanneke:
The Optimal Sample Complexity of PAC Learning. J. Mach. Learn. Res. 17: 38:1-38:15 (2016) - [j7]Steve Hanneke:
Refined Error Bounds for Several Learning Algorithms. J. Mach. Learn. Res. 17: 135:1-135:55 (2016) - 2015
- [i8]Steve Hanneke:
The Optimal Sample Complexity of PAC Learning. CoRR abs/1507.00473 (2015) - [i7]Steve Hanneke:
Refined Error Bounds for Several Learning Algorithms. CoRR abs/1512.07146 (2015) - 2014
- [j4]Steve Hanneke:
Theory of Disagreement-Based Active Learning. Found. Trends Mach. Learn. 7(2-3): 131-309 (2014) - 2012
- [j2]Steve Hanneke:
Activized Learning: Transforming Passive to Active with Improved Label Complexity. J. Mach. Learn. Res. 13: 1469-1587 (2012) - 2011
- [i2]Steve Hanneke:
Activized Learning: Transforming Passive to Active with Improved Label Complexity. CoRR abs/1108.1766 (2011) - 2009
- [c8]Steve Hanneke:
Adaptive Rates of Convergence in Active Learning. COLT 2009 - 2007
- [c5]Steve Hanneke:
Teaching Dimension and the Complexity of Active Learning. COLT 2007: 66-81 - [c3]Steve Hanneke:
A bound on the label complexity of agnostic active learning. ICML 2007: 353-360 - 2006
- [c1]Steve Hanneke:
An analysis of graph cut size for transductive learning. ICML 2006: 393-399
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