| Learning with noisy labels N Natarajan, IS Dhillon, PK Ravikumar, A Tewari Advances in neural information processing systems, 1196-1204, 2013 | 504 | 2013 |
| Inductive matrix completion for predicting gene–disease associations N Natarajan, IS Dhillon Bioinformatics 30 (12), i60-i68, 2014 | 202 | 2014 |
| Exploiting Longer Cycles for Link Prediction in Signed Networks KY Chiang, N Natarajan, A Tewari, IS Dhillon | 155 | 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 | 122 | 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), 2013 | 117 | 2013 |
| Consistent binary classification with generalized performance metrics O Koyejo, N Natarajan, PK Ravikumar, IS Dhillon Neural Information Processing Systems (NIPS), 2014 | 94 | 2014 |
| PU Learning for Matrix Completion. CJ Hsieh, N Natarajan, IS Dhillon ICML, 2445-2453, 2015 | 92 | 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 | 82 | 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 | 46 | 2010 |
| Consistent multilabel classification OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon Advances in Neural Information Processing Systems, 3321-3329, 2015 | 45 | 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 | 40 | 2013 |
| Learning from binary labels with instance-dependent corruption AK Menon, B Van Rooyen, N Natarajan arXiv preprint arXiv:1605.00751, 2016 | 23 | 2016 |
| Cost-sensitive learning with noisy labels N Natarajan, IS Dhillon, P Ravikumar, A Tewari The Journal of Machine Learning Research 18 (1), 5666-5698, 2017 | 18 | 2017 |
| Learning from binary labels with instance-dependent noise AK Menon, B Van Rooyen, N Natarajan Machine Learning 107 (8-10), 1561-1595, 2018 | 12 | 2018 |
| 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 | 11 | 2017 |
| Optimal classification with multivariate losses N Natarajan, O Koyejo, P Ravikumar, I Dhillon International Conference on Machine Learning, 1530-1538, 2016 | 7 | 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 |
| 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 |
Inderjit S. DhillonAmazon Fellow and Gottesman Family Centennial Professor, CS Dept, UT AustinVerified email at cs.utexas.edu
