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Pannagadatta K. Shivaswamy, Ph.D. - Publications

Affiliations: 
Computer Science Columbia University, New York, NY 
Area:
Machine Learning
Website:
http://www.cs.columbia.edu/~pks2103/
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8 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2011 Shivaswamy PK, Jebara T. Variance penalizing AdaBoost Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.495
2010 Shivaswamy PK, Jebara T. Laplacian spectrum learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6323: 261-276. DOI: 10.1007/978-3-642-15939-8_17  0.487
2010 Shivaswamy PK, Jebara T. Empirical Bernstein boosting Journal of Machine Learning Research. 9: 733-740.  0.489
2010 Shivaswamy PK, Jebara T. Maximum relative margin and data-dependent regularization Journal of Machine Learning Research. 11: 747-788.  0.485
2009 Shivaswamy P, Jebara T. Structured prediction with relative margin 8th International Conference On Machine Learning and Applications, Icmla 2009. 281-287. DOI: 10.1109/ICMLA.2009.19  0.484
2009 Shivaswamy PK, Jebara T. Relative margin machines Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1481-1488.  0.548
2007 Shivaswamy PK, Jebara T. Ellipsoidal kernel machines Journal of Machine Learning Research. 2: 484-491.  0.547
2006 Shivaswamy PK, Jebara T. Permutation invariant SVMs Acm International Conference Proceeding Series. 148: 817-824. DOI: 10.1145/1143844.1143947  0.523
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