Search results for "Vikas Sindhwani"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Ankan Saha, Vikas Sindhwani	Learning evolving and emerging topics in social media: a dynamic nmf approach with temporal regularization.	WSDM	2012	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, Amol Ghoting, Edison Ting, Richard D. Lawrence	Extracting insights from social media with large-scale matrix approximations.	IBM Journal of Research and Development	2011	DBLP DOI BibTeX RDF
1	Vijil Chenthamarakshan, Prem Melville, Vikas Sindhwani, Richard D. Lawrence	Concept Labeling: Building Text Classifiers with Minimal Supervision.	IJCAI	2011	DBLP BibTeX RDF
1	Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan	SystemML: Declarative machine learning on MapReduce.	ICDE	2011	DBLP DOI BibTeX RDF
1	Ha Quang Minh, Vikas Sindhwani	Vector-valued Manifold Regularization.	ICML	2011	DBLP BibTeX RDF
1	Shiva Prasad Kasiviswanathan, Prem Melville, Arindam Banerjee, Vikas Sindhwani	Emerging topic detection using dictionary learning.	CIKM	2011	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, Aurelie C. Lozano	Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels.	NIPS	2011	DBLP BibTeX RDF
1	Prem Melville, Vikas Sindhwani	Recommender Systems.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, Serhat Selcuk Bucak, Jianying Hu, Aleksandra Mojsilovic	One-Class Matrix Completion with Low-Density Factorizations.	ICDM	2010	DBLP DOI BibTeX RDF
1	Tao Li, Vikas Sindhwani, Chris H. Q. Ding, Yi Zhang 0005	Bridging Domains with Words: Opinion Analysis with Matrix Tri-factorizations.	SDM	2010	DBLP BibTeX RDF
1	Aurelie C. Lozano, Vikas Sindhwani	Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference.	NIPS	2010	DBLP BibTeX RDF
1	Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville, Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong Shang, Yan Feng Zhu	Winning the KDD Cup Orange Challenge with Ensemble Selection.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Vijil Chenthamarakshan, K. Dey, Jianying Hu, Aleksandra Mojsilovic, W. Riddle, Vikas Sindhwani	Leveraging social networks for corporate staffing and expert recommendation.	IBM Journal of Research and Development	2009	DBLP DOI BibTeX RDF
1	Ramesh Natarajan, Vikas Sindhwani, Shirish Tatikonda	Sparse Least-Squares Methods in the Parallel Machine Learning (PML) Framework.	ICDM Workshops	2009	DBLP DOI BibTeX RDF
1	Tao Li, Yi Zhang 0005, Vikas Sindhwani	A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge.	ACL/AFNLP	2009	DBLP BibTeX RDF
1	Tao Li, Vikas Sindhwani, Chris H. Q. Ding, Yi Zhang 0005	Knowledge transformation for cross-domain sentiment classification.	SIGIR	2009	DBLP DOI BibTeX RDF	sentiment analysis, transfer learning, non-negative matrix factorization
1	Vikas Sindhwani, Prem Melville, Richard D. Lawrence	Uncertainty sampling and transductive experimental design for active dual supervision.	ICML	2009	DBLP DOI BibTeX RDF
1	Olivier Chapelle, Vikas Sindhwani, S. Sathiya Keerthi	Optimization Techniques for Semi-Supervised Support Vector Machines.	Journal of Machine Learning Research	2008	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, Prem Melville	Document-Word Co-regularization for Semi-supervised Sentiment Analysis.	ICDM	2008	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, David S. Rosenberg	An RKHS for multi-view learning and manifold co-regularization.	ICML	2008	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovic	Regularized Co-Clustering with Dual Supervision.	NIPS	2008	DBLP BibTeX RDF
1	Vikas Sindhwani, Wei Chu, S. Sathiya Keerthi	Semi-Supervised Gaussian Process Classifiers.	IJCAI	2007	DBLP BibTeX RDF
1	Mikhail Belkin, Partha Niyogi, Vikas Sindhwani	Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Vikas Sindhwani, S. Sathiya Keerthi	Large scale semi-supervised linear SVMs.	SIGIR	2006	DBLP DOI BibTeX RDF	support vector machines, global optimization, text categorization, unlabeled data
1	Vikas Sindhwani, S. Sathiya Keerthi, Olivier Chapelle	Deterministic annealing for semi-supervised kernel machines.	ICML	2006	DBLP DOI BibTeX RDF
1	Olivier Chapelle, Vikas Sindhwani, S. Sathiya Keerthi	Branch and Bound for Semi-Supervised Support Vector Machines.	NIPS	2006	DBLP BibTeX RDF
1	Wei Chu, Vikas Sindhwani, Zoubin Ghahramani, S. Sathiya Keerthi	Relational Learning with Gaussian Processes.	NIPS	2006	DBLP BibTeX RDF
1	S. Sathiya Keerthi, Vikas Sindhwani, Olivier Chapelle	An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models.	NIPS	2006	DBLP BibTeX RDF
1	Vikas Sindhwani, Partha Niyogi, Mikhail Belkin	Beyond the point cloud: from transductive to semi-supervised learning.	ICML	2005	DBLP DOI BibTeX RDF
1	Vikas Sindhwani, Subrata Rakshit, Dipti Deodhare, Deniz Erdogmus, José Carlos Príncipe, Partha Niyogi	Feature selection in MLPs and SVMs based on maximum output information.	IEEE Transactions on Neural Networks	2004	DBLP DOI BibTeX RDF

Publications of "Vikas Sindhwani" ( http://dblp.L3S.de/Authors/Vikas_Sindhwani )