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- Publications
- Influence
Agnostic active learning
- Maria-Florina Balcan, A. Beygelzimer, J. Langford
- Mathematics, Computer Science
- J. Comput. Syst. Sci.
- 2009
TLDR
Approximate clustering without the approximation
- Maria-Florina Balcan, A. Blum, A. Gupta
- Mathematics, Computer Science
- SODA
- 4 January 2009
TLDR
Scalable Kernel Methods via Doubly Stochastic Gradients
TLDR
Improved Guarantees for Learning via Similarity Functions
- Maria-Florina Balcan, A. Blum, Nathan Srebro
- Mathematics, Computer Science
- COLT
- 2008
TLDR
Margin Based Active Learning
- Maria-Florina Balcan, A. Broder, Tong Zhang
- Computer Science
- COLT
- 13 June 2007
TLDR
The Power of Localization for Efficiently Learning Linear Separators with Noise
- P. Awasthi, Maria-Florina Balcan, Philip M. Long
- Computer Science, Mathematics
- J. ACM
- 31 July 2013
TLDR
On a theory of learning with similarity functions
- Maria-Florina Balcan, A. Blum
- Mathematics, Computer Science
- ICML '06
- 25 June 2006
TLDR
Clustering under Perturbation Resilience
- Maria-Florina Balcan, Yingyu Liang
- Mathematics, Computer Science
- ICALP
- 5 December 2011
TLDR
Approximation algorithms and online mechanisms for item pricing
- Maria-Florina Balcan, A. Blum
- Mathematics, Computer Science
- EC '06
- 11 June 2006
TLDR
Clustering with Interactive Feedback
- Maria-Florina Balcan, A. Blum
- Mathematics, Computer Science
- ALT
- 12 October 2008
TLDR