Nagarajan Natarajan
Nagarajan Natarajan
Senior Applied Scientist, Microsoft Research India
Verified email at microsoft.com - Homepage
TitleCited byYear
Learning with noisy labels
N Natarajan, IS Dhillon, PK Ravikumar, A Tewari
Advances in neural information processing systems, 1196-1204, 2013
3892013
Inductive matrix completion for predicting gene–disease associations
N Natarajan, IS Dhillon
Bioinformatics 30 (12), i60-i68, 2014
1582014
Exploiting Longer Cycles for Link Prediction in Signed Networks
KY Chiang, N Natarajan, A Tewari, IS Dhillon
1272011
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
1032014
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
902013
Consistent binary classification with generalized performance metrics
O Koyejo, N Natarajan, PK Ravikumar, IS Dhillon
Neural Information Processing Systems (NIPS), 2014
802014
PU Learning for Matrix Completion.
CJ Hsieh, N Natarajan, IS Dhillon
ICML, 2445-2453, 2015
742015
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
662013
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
472011
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
442010
Consistent multilabel classification
OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon
Advances in Neural Information Processing Systems, 3321-3329, 2015
362015
Community detection in content-sharing social networks
VC Nagarajan Natarajan, Prithviraj Sen
Proceedings of the 2013 IEEE/ACM International Conference on Advances iná…, 2013
342013
Learning from binary labels with instance-dependent corruption
AK Menon, B Van Rooyen, N Natarajan
arXiv preprint arXiv:1605.00751, 2016
172016
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
132017
Consistency analysis for binary classification revisited
K Dembczynski, W Kotłowski, O Koyejo, N Natarajan
Proceedings of the 34th International Conference on Machine Learning-Volumeá…, 2017
62017
Optimal classification with multivariate losses
N Natarajan, O Koyejo, P Ravikumar, I Dhillon
International Conference on Machine Learning, 1530-1538, 2016
62016
PU matrix completion with graph information
N Natarajan, N Rao, I Dhillon
2015 IEEE 6th International Workshop on Computational Advances in Multiá…, 2015
62015
Learning from binary labels with instance-dependent noise
AK Menon, B van Rooyen, N Natarajan
Machine Learning 107 (8-10), 1561-1595, 2018
42018
Active heteroscedastic regression
K Chaudhuri, P Jain, N Natarajan
Proceedings of the 34th International Conference on Machine Learning-Volumeá…, 2017
42017
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
42015
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