Krishnapuram, Balaji

13 publications

JMLR 2011 Bayesian Co-Training Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao

AISTATS 2009 Active Sensing Shipeng Yu, Balaji Krishnapuram, Romer Rosales, R. Bharat Rao

JMLR 2009 Using Local Dependencies Within Batches to Improve Large Margin Classifiers Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, Bharat Rao

ICML 2008 Bayesian Multiple Instance Learning: Automatic Feature Selection and Inductive Transfer Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao

AISTATS 2007 A Fast Algorithm for Learning Large Scale Preference Relations Vikas C. Raykar, Ramani Duraiswami, Balaji Krishnapuram

NeurIPS 2007 Bayesian Co-Training Shipeng Yu, Balaji Krishnapuram, Harald Steck, R. B. Rao, Rómer Rosales

IJCAI 2007 Learning Classifiers When the Training Data Is Not IID Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao

JMLR 2007 Multi-Task Learning for Classification with Dirichlet Process Priors Ya Xue, Xuejun Liao, Lawrence Carin, Balaji Krishnapuram

NeurIPS 2007 On Ranking in Survival Analysis: Bounds on the Concordance Index Harald Steck, Balaji Krishnapuram, Cary Dehing-oberije, Philippe Lambin, Vikas C. Raykar

ECML-PKDD 2006 Batch Classification with Applications in Computer Aided Diagnosis Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. Bharat Rao

NeurIPS 2006 Multiple Instance Learning for Computer Aided Diagnosis Murat Dundar, Balaji Krishnapuram, R. B. Rao, Glenn M. Fung

NeurIPS 2005 Learning Rankings via Convex Hull Separation Glenn Fung, Rómer Rosales, Balaji Krishnapuram

NeurIPS 2004 On Semi-Supervised Classification Balaji Krishnapuram, David Williams, Ya Xue, Lawrence Carin, Mário Figueiredo, Alexander J. Hartemink