Publications

27 results for Alina Beygelzimer

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
Scalable topology discovery and link state detection using routing events
- - Mudhakar Srivatsa
  - Bong-Jun Ko
  - et al.
- 2008
- SRDS 2008
The benefits of directional antennas in heterogeneous wireless ad-hoc networks
- - Alina Beygelzimer
  - Aaron Kershenbaum
  - et al.
- 2008
- MASS 2008
Robust reductions from ranking to classification
- - Maria-Florina Balcan
  - Nikhil Bansal
  - et al.
- 2008
- Machine Learning