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Nagarajan Natarajan
Nagarajan Natarajan
Researcher, Microsoft Research India
Geverifieerd e-mailadres voor microsoft.com - Homepage
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Learning with noisy labels
N Natarajan, IS Dhillon, PK Ravikumar, A Tewari
Advances in neural information processing systems 26, 2013
11012013
Inductive matrix completion for predicting gene–disease associations
N Natarajan, IS Dhillon
Bioinformatics 30 (12), i60-i68, 2014
3402014
Exploiting Longer Cycles for Link Prediction in Signed Networks
KY Chiang, N Natarajan, A Tewari, IS Dhillon
1932011
Consistent binary classification with generalized performance metrics
O Koyejo, N Natarajan, PK Ravikumar, IS Dhillon
Neural Information Processing Systems (NIPS), 2014
1772014
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
1672014
PU learning for matrix completion
CJ Hsieh, N Natarajan, I Dhillon
International conference on machine learning, 2445-2453, 2015
1602015
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
1592013
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
1162013
Consistent multilabel classification
OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon
Advances in Neural Information Processing Systems 28, 2015
952015
Learning from binary labels with instance-dependent noise
AK Menon, B Van Rooyen, N Natarajan
Machine Learning 107, 1561-1595, 2018
592018
Cost-Sensitive Learning with Noisy Labels.
N Natarajan, IS Dhillon, P Ravikumar, A Tewari
J. Mach. Learn. Res. 18 (1), 5666-5698, 2017
572017
Community detection in content-sharing social networks
VC Nagarajan Natarajan, Prithviraj Sen
Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013
552013
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
512011
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
502010
Jigsaw: Large language models meet program synthesis
N Jain, S Vaidyanath, A Iyer, N Natarajan, S Parthasarathy, S Rajamani, ...
Proceedings of the 44th International Conference on Software Engineering …, 2022
492022
Learning from binary labels with instance-dependent corruption
AK Menon, B Van Rooyen, N Natarajan
arXiv preprint arXiv:1605.00751, 2016
422016
Consistency analysis for binary classification revisited
K Dembczyński, W Kotłowski, O Koyejo, N Natarajan
International Conference on Machine Learning, 961-969, 2017
262017
Distributional semantics meets multi-label learning
V Gupta, R Wadbude, N Natarajan, H Karnick, P Jain, P Rai
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3747-3754, 2019
192019
Active heteroscedastic regression
K Chaudhuri, P Jain, N Natarajan
International Conference on Machine Learning, 694-702, 2017
102017
Optimal classification with multivariate losses
N Natarajan, O Koyejo, P Ravikumar, I Dhillon
International Conference on Machine Learning, 1530-1538, 2016
102016
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