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Agnostic active learning
- Maria-Florina Balcan, A. Beygelzimer, J. Langford
- Computer ScienceJ. Comput. Syst. Sci.
- 2009
Scalable Kernel Methods via Doubly Stochastic Gradients
TLDR
Margin Based Active Learning
- Maria-Florina Balcan, A. Broder, Tong Zhang
- Computer ScienceCOLT
- 13 June 2007
TLDR
Approximate clustering without the approximation
- Maria-Florina Balcan, A. Blum, Anupam Gupta
- Computer ScienceSODA
- 4 January 2009
TLDR
The Power of Localization for Efficiently Learning Linear Separators with Noise
- Pranjal Awasthi, Maria-Florina Balcan, Philip M. Long
- Computer ScienceJ. ACM
- 31 July 2013
TLDR
Improved Guarantees for Learning via Similarity Functions
- Maria-Florina Balcan, A. Blum, Nathan Srebro
- Computer ScienceCOLT
- 2008
TLDR
On a theory of learning with similarity functions
- Maria-Florina Balcan, A. Blum
- Computer ScienceICML
- 25 June 2006
TLDR
Co-Training and Expansion: Towards Bridging Theory and Practice
- Maria-Florina Balcan, A. Blum, Ke Yang
- Computer ScienceNIPS
- 1 December 2004
TLDR
Approximation algorithms and online mechanisms for item pricing
- Maria-Florina Balcan, A. Blum
- Computer ScienceEC '06
- 11 June 2006
TLDR
Clustering under Perturbation Resilience
- Maria-Florina Balcan, Yingyu Liang
- Computer ScienceICALP
- 5 December 2011
TLDR
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