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Publications of Author

1. Vikas Sindhwani, S. Sathiya Keerthi, Olivier Chapelle
   Deterministic annealing for semi-supervised kernel machines. [Citation Graph (0, 0)][DBLP]
   ICML, 2006, pp:841-848 [Conf]
   
2. Vikas Sindhwani, Partha Niyogi, Mikhail Belkin
   Beyond the point cloud: from transductive to semi-supervised learning. [Citation Graph (0, 0)][DBLP]
   ICML, 2005, pp:824-831 [Conf]
   
3. Vikas Sindhwani, Wei Chu, S. Sathiya Keerthi
   Semi-Supervised Gaussian Process Classifiers. [Citation Graph (0, 0)][DBLP]
   IJCAI, 2007, pp:1059-1064 [Conf]
   
4. Vikas Sindhwani, S. Sathiya Keerthi
   Large scale semi-supervised linear SVMs. [Citation Graph (0, 0)][DBLP]
   SIGIR, 2006, pp:477-484 [Conf]
   
5. Mikhail Belkin, Partha Niyogi, Vikas Sindhwani
   Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples. [Citation Graph (0, 0)][DBLP]
   Journal of Machine Learning Research, 2006, v:7, n:, pp:2399-2434 [Journal]
   
6. Wei Chu, Vikas Sindhwani, Zoubin Ghahramani, S. Sathiya Keerthi
   Relational Learning with Gaussian Processes. [Citation Graph (0, 0)][DBLP]
   NIPS, 2006, pp:289-296 [Conf]
   
7. S. Sathiya Keerthi, Vikas Sindhwani, Olivier Chapelle
   An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models. [Citation Graph (0, 0)][DBLP]
   NIPS, 2006, pp:673-680 [Conf]
   
8. Olivier Chapelle, Vikas Sindhwani, S. Sathiya Keerthi
   Branch and Bound for Semi-Supervised Support Vector Machines. [Citation Graph (0, 0)][DBLP]
   NIPS, 2006, pp:217-224 [Conf]
   
9. 
   Document-Word Co-regularization for Semi-supervised Sentiment Analysis. [Citation Graph (, )][DBLP]
   
   
10. 
    Sparse Least-Squares Methods in the Parallel Machine Learning (PML) Framework. [Citation Graph (, )][DBLP]
    
    
11. 
    An RKHS for multi-view learning and manifold co-regularization. [Citation Graph (, )][DBLP]
    
    
12. 
    Uncertainty sampling and transductive experimental design for active dual supervision. [Citation Graph (, )][DBLP]
    
    
13. 
    Regularized Co-Clustering with Dual Supervision. [Citation Graph (, )][DBLP]
    
    
14. 
    Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations. [Citation Graph (, )][DBLP]
    
    
15. 
    Knowledge transformation for cross-domain sentiment classification. [Citation Graph (, )][DBLP]