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Paramveer S. Dhillon, Ph.D. - Publications

Affiliations: 
2014 Computer and Information Science University of Pennsylvania, Philadelphia, PA, United States 
Area:
Intelligent Systems: Machine Learning, Information Systems: Computational Biology and Bioinformatics
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12 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
2015 Dhillon PS, Foster DP, Ungar LH. Eigenwords: Spectral word embeddings Journal of Machine Learning Research. 16: 3035-3078.  0.433
2014 Dhillon PS, Wolk DA, Das SR, Ungar LH, Gee JC, Avants BB. Subject-specific functional parcellation via prior based eigenanatomy. Neuroimage. 99: 14-27. PMID 24852460 DOI: 10.1016/J.Neuroimage.2014.05.026  0.476
2013 Dhillon PS, Gee JC, Ungar L, Avants B. Anatomically-constrained PCA for image parcellation Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 25-28. DOI: 10.1109/PRNI.2013.16  0.382
2013 Dhillon PS, Foster DP, Kakade SM, Ungar LH. A risk comparison of ordinary least squares vs ridge regression Journal of Machine Learning Research. 14: 1505-1511.  0.406
2012 Dhillon PS, Avants B, Ungar L, Gee JC. Partial sparse canonical correlation analysis (PSCCA) for population studies in medical imaging Proceedings - International Symposium On Biomedical Imaging. 1132-1135. DOI: 10.1109/ISBI.2012.6235759  0.386
2012 Dhillon PS, Rodu J, Collins M, Foster DP, Ungar LH. Spectral dependency parsing with latent variables Emnlp-Conll 2012 - 2012 Joint Conference On Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. 205-213.  0.459
2012 Dhillon PS, Rodu J, Foster DP, Ungar LH. Two step CCA: A new spectral method for estimating vector models of words Proceedings of the 29th International Conference On Machine Learning, Icml 2012. 2: 1551-1558.  0.462
2011 Dhillon PS, Foster D, Ungar L. Multi-View Learning of word embeddings via CCA Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.301
2011 Dhillon PS, Foster DP, Ungar LH. Minimum Description Length penalization for group and multi-task sparse learning Journal of Machine Learning Research. 12: 525-564.  0.501
2009 Dhillon PS, Tomasik B, Foster D, Ungar L. Multi-task feature selection using the multiple inclusion criterion (MIC) Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5781: 276-289. DOI: 10.1007/978-3-642-04180-8_35  0.453
2009 Dhillon PS, Ungar LH. Transfer learning, feature selection and Word Sense Disambguation Acl-Ijcnlp 2009 - Joint Conf. of the 47th Annual Meeting of the Association For Computational Linguistics and 4th Int. Joint Conf. On Natural Language Processing of the Afnlp, Proceedings of the Conf.. 257-260.  0.506
2008 Dhillon PS, Foster D, Ungar LH. Efficient feature selection in the presence of multiple feature classes Proceedings - Ieee International Conference On Data Mining, Icdm. 779-784. DOI: 10.1109/ICDM.2008.56  0.488
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