Publications
2017
2014
2013
- Learning with Noisy Labels (pdf, poster)
N. Natarajan, A. Tewari, I. Dhillon, P. Ravikumar.
In Neural Information Processing Systems (NIPS), pp. 1196-1204, December 2013. - Prediction and Validation of Gene-Disease Associations using Methods Inspired by Social Network Analyses (pdf)
U. Singh-Blom, N. Natarajan, A. Tewari, J. Woods, I. Dhillon, E. Marcotte.
PLoS ONE 8(5), May 2013.
(e58977) - On Robust Estimation of High Dimensional Generalized Linear Models (pdf)
E. Yang, A. Tewari, P. Ravikumar.
In International Joint Conference on Artificial Intelligence (IJCAI), 2013.
2012
2011
- Greedy Algorithms for Structurally Constrained High Dimensional Problems (pdf)
A. Tewari, P. Ravikumar, I. Dhillon.
In Neural Information Processing Systems (NIPS), December 2011. - Nearest Neighbor based Greedy Coordinate Descent (pdf)
I. Dhillon, P. Ravikumar, A. Tewari.
In Neural Information Processing Systems (NIPS), December 2011. - Orthogonal Matching Pursuit with Replacement (pdf)
P. Jain, A. Tewari, I. Dhillon.
In Neural Information Processing Systems (NIPS), December 2011. - Exploiting Longer Walks for Link Prediction in Signed Network (pdf)
K. Chiang, I. Dhillon, N. Natarajan, A. Tewari.
In ACM Conference on Information and Knowledge Management (CIKM), pp. 1157-1162, October 2011. - On NDCG Consistency of Listwise Ranking Methods (pdf)
P. Ravikumar, A. Tewari, E. Yang.
In International Conference on Artificial Intelligence and Statistics (AISTATS), 2011.