Publications

25 results for John Langford

Contextual bandit algorithms with supervised learning guarantees
- - Alina Beygelzimer
  - John Langford
  - et al.
- 2011
- JMLR
Agnostic active learning without constraints
- - Alina Beygelzimer
  - Daniel Hsu
  - et al.
- 2010
- NeurIPS 2010
Importance weighted active learning
- - Alina Beygelzimer
  - Sanjoy Dasgupta
  - et al.
- 2009
- ICML 2009
The offset tree for learning with partial labels
- - Alina Beygelzimer
  - John Langford
- 2009
- KDD 2009
Importance weighted active learning
- - Alina Beygelzimer
  - Sanjoy Dasgupta
  - et al.
- 2009
- ICML 2009
Conditional probability tree estimation analysis and algorithms
- - Alina Beygelzimer
  - John Langford
  - et al.
- 2009
- UAI 2009
Agnostic active learning
- - Maria-Florina Balcan
  - Alina Beygelzimer
  - et al.
- 2009
- Journal of Computer and System Sciences
Robust reductions from ranking to classification
- - Maria-Florina Balcan
  - Nikhil Bansal
  - et al.
- 2008
- Machine Learning
Predicting conditional quantiles via reduction to classification
- - John Langford
  - Roberto Oliveira
  - et al.
- 2006
- UAI 2006
Agnostic active learning
- - Maria-Florina Balcan
  - Alina Beygelzimer
  - et al.
- 2006
- ICML 2006