Pannaga Shivaswamy
Pannaga Shivaswamy
Verified email at linkedin.com
TitleCited byYear
Second order cone programming approaches for handling missing and uncertain data
PK Shivaswamy, C Bhattacharyya, AJ Smola
Journal of Machine Learning Research 7 (Jul), 1283-1314, 2006
2162006
A support vector approach to censored targets
PK Shivaswamy, W Chu, M Jansche
Seventh IEEE International Conference on Data Mining (ICDM 2007), 655-660, 2007
1112007
Multi-task learning for boosting with application to web search ranking
O Chapelle, P Shivaswamy, S Vadrevu, K Weinberger, Y Zhang, B Tseng
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
1012010
A second order cone programming formulation for classifying missing data
C Bhattacharyya, PK Shivaswamy, AJ Smola
Advances in neural information processing systems, 153-160, 2005
802005
Boosted multi-task learning
O Chapelle, P Shivaswamy, S Vadrevu, K Weinberger, Y Zhang, B Tseng
Machine learning 85 (1-2), 149-173, 2011
752011
Maximum relative margin and data-dependent regularization
PK Shivaswamy, T Jebara
Journal of Machine Learning Research 11 (Feb), 747-788, 2010
692010
Online learning to diversify from implicit feedback
K Raman, P Shivaswamy, T Joachims
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
672012
Online structured prediction via coactive learning
P Shivaswamy, T Joachims
arXiv preprint arXiv:1205.4213, 2012
622012
Ellipsoidal machines
PK Shivaswamy, T Jebara
Artificial Intelligence and Statistics, 484-491, 2007
622007
Temporal corpus summarization using submodular word coverage
R Sipos, A Swaminathan, P Shivaswamy, T Joachims
Proceedings of the 21st ACM international conference on Information and …, 2012
532012
Large-margin learning of submodular summarization models
R Sipos, P Shivaswamy, T Joachims
Proceedings of the 13th Conference of the European Chapter of the …, 2012
522012
Permutation invariant svms
PK Shivaswamy, T Jebara
Proceedings of the 23rd international conference on Machine learning, 817-824, 2006
342006
Coactive learning
P Shivaswamy, T Joachims
Journal of Artificial Intelligence Research 53, 1-40, 2015
322015
Relative margin machines
PK Shivaswamy, T Jebara
Proceedings of the 21st International Conference on Neural Information …, 2008
312008
Activity ranking in LinkedIn feed
D Agarwal, BC Chen, R Gupta, J Hartman, Q He, A Iyer, S Kolar, Y Ma, ...
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
282014
Personalizing linkedin feed
D Agarwal, BC Chen, Q He, Z Hua, G Lebanon, Y Ma, P Shivaswamy, ...
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
252015
Multi-armed bandit problems with history
P Shivaswamy, T Joachims
Artificial Intelligence and Statistics, 1046-1054, 2012
232012
Structured learning of two-level dynamic rankings
K Raman, T Joachims, P Shivaswamy
Proceedings of the 20th ACM international conference on Information and …, 2011
222011
Online learning with preference feedback
PK Shivaswamy, T Joachims
arXiv preprint arXiv:1111.0712, 2011
192011
Variance penalizing adaboost
PK Shivaswamy, T Jebara
Advances in Neural Information Processing Systems, 1908-1916, 2011
192011
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