 | 2011 |
| 14 |  | Steve Hanneke:
Activized Learning: Transforming Passive to Active with Improved Label Complexity
CoRR abs/1108.1766: (2011) |
| 13 |  | Maria-Florina Balcan,
Steve Hanneke:
Robust Interactive Learning
CoRR abs/1111.1422: (2011) |
| 12 |  | Liu Yang,
Steve Hanneke,
Jaime G. Carbonell:
The Sample Complexity of Self-Verifying Bayesian Active Learning.
Journal of Machine Learning Research - Proceedings Track 15: 816-822 (2011) |
| 11 |  | Liu Yang,
Steve Hanneke,
Jaime G. Carbonell:
Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning.
Journal of Machine Learning Research - Proceedings Track 19: 789-806 (2011) |
| 2010 |
| 10 |  | Liu Yang,
Steve Hanneke,
Jaime G. Carbonell:
Bayesian Active Learning Using Arbitrary Binary Valued Queries.
ALT 2010: 50-58 |
| 9 |  | Steve Hanneke,
Liu Yang:
Negative Results for Active Learning with Convex Losses.
Journal of Machine Learning Research - Proceedings Track 9: 321-325 (2010) |
| 8 |  | Maria-Florina Balcan,
Steve Hanneke,
Jennifer Wortman Vaughan:
The true sample complexity of active learning.
Machine Learning 80(2-3): 111-139 (2010) |
| 2009 |
| 7 |  | Steve Hanneke:
Adaptive Rates of Convergence in Active Learning.
COLT 2009 |
| 6 |  | Steve Hanneke,
Eric P. Xing:
Network Completion and Survey Sampling.
Journal of Machine Learning Research - Proceedings Track 5: 209-215 (2009) |
| 2008 |
| 5 |  | Maria-Florina Balcan,
Steve Hanneke,
Jennifer Wortman:
The True Sample Complexity of Active Learning.
COLT 2008: 45-56 |
| 2007 |
| 4 |  | Steve Hanneke:
Teaching Dimension and the Complexity of Active Learning.
COLT 2007: 66-81 |
| 3 |  | Fan Guo,
Steve Hanneke,
Wenjie Fu,
Eric P. Xing:
Recovering temporally rewiring networks: a model-based approach.
ICML 2007: 321-328 |
| 2 |  | Steve Hanneke:
A bound on the label complexity of agnostic active learning.
ICML 2007: 353-360 |
| 2006 |
| 1 |  | Steve Hanneke:
An analysis of graph cut size for transductive learning.
ICML 2006: 393-399 |