Publications
- Relative Margin Machines
- Pannagadatta Shivaswamy and Tony Jebara;
Neural Information Processing Systems, NIPS, December 2008 (Preliminary Version).
-
A Support Vector Approach to Censored Targets
- Pannagadatta Shivaswamy, Wei Chu and
Martin Jansche; In proceedings of the International Conference on Data Mining
Omaha, NE 2007.
A more detailed technical report;
code.
-
Ellipsoidal Kernel Machines
- Pannagadatta Shivaswamy and
Tony Jebara ;
In proceedings of the eleventh International Conference on
Artificial Intelligence and Statistics San Juan, Puerto Rico, 2007.
An addendum on Kernelized MVE.
-
Permutation Invariant SVMs
- Pannagadatta Shivaswamy and
Tony Jebara ;
In proceedings of the twenty third International Conference on
Machine Learning Pittsburgh, PA , 2006.
-
Second Order Cone Programming approaches for
handling Missing and Uncertain Data
- Pannagadatta Shivaswamy,
Chiranjib Bhattacharyya , Alex Smola;
Journal of Machine Learning Research 7
(Special Topic on Machine Learning and Optimization) 1283--1314, 2006.
-
A Second Order Cone Programming Formulation for
Classifying Missing Data
- Chiranjib Bhattacharyya,
Pannagadatta Shivaswamy and Alex Smola;
Advances in Neural Information Processing Systems (NIPS) 17,
Vancouver, British Columbia, Canada 2004.