Contextual bandit algorithms with supervised learning guarantees
- Alina Beygelzimer
- John Langford
- et al.
- 2011
- JMLR
Paper
Publications
25 results for John Langford
Agnostic active learning without constraints
- Alina Beygelzimer
- Daniel Hsu
- et al.
- 2010
- NeurIPS 2010
Conference paperImportance weighted active learning
- Alina Beygelzimer
- Sanjoy Dasgupta
- et al.
- 2009
- ICML 2009
Conference paperThe offset tree for learning with partial labels
- Alina Beygelzimer
- John Langford
- 2009
- KDD 2009
Conference paperImportance weighted active learning
- Alina Beygelzimer
- Sanjoy Dasgupta
- et al.
- 2009
- ICML 2009
Conference paperConditional probability tree estimation analysis and algorithms
- Alina Beygelzimer
- John Langford
- et al.
- 2009
- UAI 2009
Conference paperAgnostic active learning
- Maria-Florina Balcan
- Alina Beygelzimer
- et al.
- 2009
- Journal of Computer and System Sciences
PaperRobust reductions from ranking to classification
- Maria-Florina Balcan
- Nikhil Bansal
- et al.
- 2008
- Machine Learning
PaperPredicting conditional quantiles via reduction to classification
- John Langford
- Roberto Oliveira
- et al.
- 2006
- UAI 2006
Conference paperCover trees for nearest neighbor
- Alina Beygelzimer
- Sham Kakade
- et al.
- 2006
- ICML 2006
Conference paper