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All publications by Abhishek Kumar
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Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization
Abhishek Kumar, Vikas Sindhwani and Prabhanjan Kambadur
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression
Piyush Rai, Abhishek Kumar and Hal Daume
Advances in Neural Information Processing Systems 25, 2012


Learning Task Grouping and Overlap in Multi-task Learning
Abhishek Kumar and Hal Daume
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


A Binary Classification Framework for Two-Stage Multiple Kernel Learning
Abhishek Kumar, Alexandru Niculescu-mizil, Koray Kavukcuoglu and Hal Daume
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Co-regularized Multi-view Spectral Clustering
Abhishek Kumar, Piyush Rai and Hal Daume
Advances in Neural Information Processing Systems 24, 2011


A Co-training Approach for Multi-view Spectral Clustering
Abhishek Kumar and Hal Daume
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Co-regularization Based Semi-supervised Domain Adaptation
Abhishek Kumar, Avishek Saha and Hal Daume
Advances in Neural Information Processing Systems 23, 2010