Shivaswamy, Pannagadatta K.

9 publications

MLJ 2011 Boosted Multi-Task Learning Olivier Chapelle, Pannagadatta K. Shivaswamy, Srinivas Vadrevu, Kilian Q. Weinberger, Ya Zhang, Belle L. Tseng

NeurIPS 2011 Variance Penalizing AdaBoost Pannagadatta K. Shivaswamy, Tony Jebara

ECML-PKDD 2010 Laplacian Spectrum Learning Pannagadatta K. Shivaswamy, Tony Jebara

JMLR 2010 Maximum Relative Margin and Data-Dependent Regularization Pannagadatta K. Shivaswamy, Tony Jebara

NeurIPS 2008 Relative Margin Machines Tony Jebara, Pannagadatta K. Shivaswamy

AISTATS 2007 Ellipsoidal Machines Pannagadatta K. Shivaswamy, Tony Jebara

ICML 2006 Permutation Invariant SVMs Pannagadatta K. Shivaswamy, Tony Jebara

JMLR 2006 Second Order Cone Programming Approaches for Handling Missing and Uncertain Data Pannagadatta K. Shivaswamy, Chiranjib Bhattacharyya, Alexander J. Smola

NeurIPS 2004 A Second Order Cone Programming Formulation for Classifying Missing Data Chiranjib Bhattacharyya, Pannagadatta K. Shivaswamy, Alex J. Smola