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All publications by Balaji Krishnapuram
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Using Local Dependencies within Batches to Improve Large Margin Classifiers
Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy and R. B. Rao
Journal of Machine Learning Research, 2009


Active Sensing
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales and R. B. Rao
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Bayesian multiple instance learning: automatic feature selection and inductive transfer
Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar and R. B. Rao
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Multi-Task Learning for Classification with Dirichlet Process Priors
Ya Xue, Xuejun Liao, Lawrence Carin and Balaji Krishnapuram
Journal of Machine Learning Research, 2007


On Ranking in Survival Analysis: Bounds on the Concordance Index
Harald Steck, Balaji Krishnapuram, Cary Dehing-oberije, Philippe Lambin and Vikas C. Raykar
Advances in Neural Information Processing Systems 20, 2007


Bayesian Co-Training
Shipeng Yu, Balaji Krishnapuram, Harald Steck, R. B. Rao and Rómer Rosales
Advances in Neural Information Processing Systems 20, 2007


A fast algorithm for learning large scale preference relations
Vikas C. Raykar, Ramani Duraiswami and Balaji Krishnapuram
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Multiple Instance Learning for Computer Aided Diagnosis
Murat Dundar, Balaji Krishnapuram, R. B. Rao and Glenn M. Fung
Advances in Neural Information Processing Systems 19, 2006


On Semi-Supervised Classification
Balaji Krishnapuram, David Williams, Ya Xue, Lawrence Carin, Mário Figueiredo and Alexander J. Hartemink
Advances in Neural Information Processing Systems 17, 2004