Pannagadatta K. Shivaswamy, Ph.D.
Affiliations: | Computer Science | Columbia University, New York, NY |
Area:
Machine LearningWebsite:
http://www.cs.columbia.edu/~pks2103/Google:
"Pannagadatta Shivaswamy"Cross-listing: Neurotree
Parents
Sign in to add mentor| Tony Jebara | grad student | 2005-2010 | Columbia (Neurotree) | |
| (Large Relative Margin and Applications.) | ||||
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Publications
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| Shivaswamy PK, Jebara T. (2011) Variance penalizing AdaBoost Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 |
| Shivaswamy PK, Jebara T. (2010) Laplacian spectrum learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323: 261-276 |
| Shivaswamy PK, Jebara T. (2010) Empirical Bernstein boosting Journal of Machine Learning Research. 9: 733-740 |
| Shivaswamy PK, Jebara T. (2010) Maximum relative margin and data-dependent regularization Journal of Machine Learning Research. 11: 747-788 |
| Shivaswamy P, Jebara T. (2009) Structured prediction with relative margin 8th International Conference On Machine Learning and Applications, Icmla 2009. 281-287 |
| Shivaswamy PK, Jebara T. (2009) Relative margin machines Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1481-1488 |
| Shivaswamy PK, Jebara T. (2007) Ellipsoidal kernel machines Journal of Machine Learning Research. 2: 484-491 |
| Shivaswamy PK, Jebara T. (2006) Permutation invariant SVMs Acm International Conference Proceeding Series. 148: 817-824 |