Nagarajan Natarajan - Google Scholar Citations

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Co-authors

Inderjit S. DhillonGottesman Family Centennial Professor, CS Dept, UT AustinVerified email at cs.utexas.edu
Ambuj TewariAssociate Professor, Department of Statistics and Department of EECS, University of MichiganVerified email at umich.edu
Pradeep RavikumarAssociate Professor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Sanmi KoyejoAssistant Professor, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Edward MarcotteProfessor of Molecular Biosciences, University of Texas at AustinVerified email at icmb.utexas.edu
Kai-Yang ChiangThe University of Texas at AustinVerified email at cs.utexas.edu
Cho-Jui HsiehUniversity of California, Los AngelesVerified email at cs.ucla.edu
Prateek JainMicrosoft Research IndiaVerified email at microsoft.com
Zhengdong LuDeeplyCurious.aiVerified email at deeplycurious.ai
Donghyuk ShinArizona State UniversityVerified email at asu.edu
Aditya Krishna MenonResearch Scientist, GoogleVerified email at google.com
Berkant SavasDepartment of Science and Technology, Linköping UniversityVerified email at liu.se
Prithviraj SenIBM ResearchVerified email at us.ibm.com
Vineet ChaojiScientist, AmazonVerified email at amazon.com
Nikhil RaoAmazonVerified email at amazon.com
Krzysztof DembczyńskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Wojciech KotlowskiPoznan University of TechnologyVerified email at cs.put.poznan.pl
Kamalika ChaudhuriAssociate Professor of Computer Science, University of California, San DiegoVerified email at eng.ucsd.edu

Nagarajan Natarajan

Senior Applied Scientist, Microsoft Research India

Verified email at microsoft.com - Homepage

Machine Learning Statistical Learning Theory


Title	Cited by	Year
Learning with noisy labels N Natarajan, IS Dhillon, PK Ravikumar, A Tewari Advances in neural information processing systems, 1196-1204, 2013	389	2013
Inductive matrix completion for predicting gene–disease associations N Natarajan, IS Dhillon Bioinformatics 30 (12), i60-i68, 2014	158	2014
Exploiting Longer Cycles for Link Prediction in Signed Networks KY Chiang, N Natarajan, A Tewari, IS Dhillon	127	2011
Prediction and clustering in signed networks: a local to global perspective KY Chiang, CJ Hsieh, N Natarajan, IS Dhillon, A Tewari The Journal of Machine Learning Research 15 (1), 1177-1213, 2014	103	2014
Prediction and validation of gene-disease associations using methods inspired by social network analyses UM Singh-Blom, N Natarajan, A Tewari, JO Woods, IS Dhillon, ... PloS one 8 (5), e58977, 2013	90	2013
Consistent binary classification with generalized performance metrics O Koyejo, N Natarajan, PK Ravikumar, IS Dhillon Neural Information Processing Systems (NIPS), 2014	80	2014
PU Learning for Matrix Completion. CJ Hsieh, N Natarajan, IS Dhillon ICML, 2445-2453, 2015	74	2015
Which app will you use next?: collaborative filtering with interactional context N Natarajan, D Shin, IS Dhillon Proceedings of the 7th ACM conference on Recommender systems, 201-208, 2013	66	2013
Scalable affiliation recommendation using auxiliary networks V Vasuki, N Natarajan, Z Lu, B Savas, I Dhillon ACM Transactions on Intelligent Systems and Technology (TIST) 3 (1), 3, 2011	47	2011
Affiliation recommendation using auxiliary networks V Vasuki, N Natarajan, Z Lu, IS Dhillon Proceedings of the fourth ACM conference on Recommender systems, 103-110, 2010	44	2010
Consistent multilabel classification OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon Advances in Neural Information Processing Systems, 3321-3329, 2015	36	2015
Community detection in content-sharing social networks VC Nagarajan Natarajan, Prithviraj Sen Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013	34	2013
Learning from binary labels with instance-dependent corruption AK Menon, B Van Rooyen, N Natarajan arXiv preprint arXiv:1605.00751, 2016	17	2016
Cost-Sensitive Learning with Noisy Labels. N Natarajan, IS Dhillon, P Ravikumar, A Tewari Journal of Machine Learning Research 18, 155:1-155:33, 2017	13	2017
Consistency analysis for binary classification revisited K Dembczynski, W Kotłowski, O Koyejo, N Natarajan Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017	6	2017
Optimal classification with multivariate losses N Natarajan, O Koyejo, P Ravikumar, I Dhillon International Conference on Machine Learning, 1530-1538, 2016	6	2016
PU matrix completion with graph information N Natarajan, N Rao, I Dhillon 2015 IEEE 6th International Workshop on Computational Advances in Multi …, 2015	6	2015
Learning from binary labels with instance-dependent noise AK Menon, B van Rooyen, N Natarajan Machine Learning 107 (8-10), 1561-1595, 2018	4	2018
Active heteroscedastic regression K Chaudhuri, P Jain, N Natarajan Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017	4	2017
Predtron: a family of online algorithms for general prediction problems P Jain, N Natarajan, A Tewari Advances in Neural Information Processing Systems, 1009-1017, 2015	4	2015

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