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Publications of Author

1. Quoc V. Le, Alexander J. Smola, Thomas Gärtner, Yasemin Altun
   Transductive Gaussian Process Regression with Automatic Model Selection. [Citation Graph (0, 0)][DBLP]
   ECML, 2006, pp:306-317 [Conf]
   
2. Quoc V. Le, Alexander J. Smola, Stéphane Canu
   Heteroscedastic Gaussian process regression. [Citation Graph (0, 0)][DBLP]
   ICML, 2005, pp:489-496 [Conf]
   
3. Quoc V. Le, Alex J. Smola, Thomas Gärtner
   Simpler knowledge-based support vector machines. [Citation Graph (0, 0)][DBLP]
   ICML, 2006, pp:521-528 [Conf]
   
4. Thomas Gärtner, Quoc V. Le, Simon Burton, Alex J. Smola, S. V. N. Vishwanathan
   Large-Scale Multiclass Transduction. [Citation Graph (0, 0)][DBLP]
   NIPS, 2005, pp:- [Conf]
   
5. Ichiro Takeuchi, Quoc V. Le, Tim D. Sears, Alexander J. Smola
   Nonparametric Quantile Estimation. [Citation Graph (0, 0)][DBLP]
   Journal of Machine Learning Research, 2006, v:7, n:, pp:1231-1264 [Journal]
   
6. Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le
   A scalable modular convex solver for regularized risk minimization. [Citation Graph (0, 0)][DBLP]
   KDD, 2007, pp:727-736 [Conf]
   
7. Quoc Le, Alexander J. Smola
   Direct Optimization of Ranking Measures [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
8. 
   Learning Graph Matching. [Citation Graph (, )][DBLP]
   
   
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   Estimating labels from label proportions. [Citation Graph (, )][DBLP]
   
   
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    Proximal regularization for online and batch learning. [Citation Graph (, )][DBLP]
    
    
11. 
    High-accuracy 3D sensing for mobile manipulation: Improving object detection and door opening. [Citation Graph (, )][DBLP]
    
    
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    Learning to grasp objects with multiple contact points. [Citation Graph (, )][DBLP]
    
    
13. 
    COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking . [Citation Graph (, )][DBLP]
    
    
14. 
    Bundle Methods for Machine Learning. [Citation Graph (, )][DBLP]
    
    
15. 
    Tighter Bounds for Structured Estimation. [Citation Graph (, )][DBLP]
    
    
16. 
    Joint calibration of multiple sensors. [Citation Graph (, )][DBLP]
    
    
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    Scalable learning for object detection with GPU hardware. [Citation Graph (, )][DBLP]
    
    
18. 
    Learning Graph Matching [Citation Graph (, )][DBLP]