| Estimation with norm regularization A Banerjee, S Chen, F Fazayeli, V Sivakumar Advances in Neural Information Processing Systems, 1556-1564, 2014 | 66 | 2014 |
| Generalized dantzig selector: Application to the k-support norm S Chatterjee, S Chen, A Banerjee Advances in Neural Information Processing Systems, 1934-1942, 2014 | 47 | 2014 |
| DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging S Chen, A Soni, A Pappu, Y Mehdad arXiv preprint arXiv:1707.04596, 2017 | 33 | 2017 |
| Structured estimation with atomic norms: General bounds and applications S Chen, A Banerjee Advances in Neural Information Processing Systems, 2908-2916, 2015 | 31 | 2015 |
| Multilabel learning via supervised joint embedding of documents and labels A Soni, Y Mehdad, A Pappu, V Kulkarni, S Chen US Patent 10,552,501, 2020 | 25 | 2020 |
| One-bit compressed sensing with the k-support norm S Chen, A Banerjee Artificial Intelligence and Statistics, 138-146, 2015 | 17 | 2015 |
| One-bit compressed sensing with the κ-support norm S Chen, A Banerjee Journal of Machine Learning Research 38, 138-146, 2015 | 17* | 2015 |
| Alternating Estimation for Structured High-Dimensional Multi-Response Models S Chen, A Banerjee Advances in Neural Information Processing Systems, 2835-2844, 2017 | 13 | 2017 |
| Robust Structured Estimation with Single-Index Models S Chen, A Banerjee International Conference on Machine Learning, 712-721, 2017 | 10 | 2017 |
| Structured Matrix Recovery via the Generalized Dantzig Selector S Chen, A Banerjee Advances in Neural Information Processing Systems, 3252-3260, 2016 | 10 | 2016 |
| A novel subnetwork alignment approach predicts new components of the cell cycle regulatory apparatus in Plasmodium falciparum H Cai, C Hong, TG Lilburn, AL Rodriguez, S Chen, J Gu, R Kuang, ... BMC bioinformatics 14 (12), S2, 2013 | 9 | 2013 |
| Sparse Linear Isotonic Models S Chen, A Banerjee arXiv preprint arXiv:1710.05989, 2017 | 6 | 2017 |
| An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression S Chen, A Banerjee Advances in Neural Information Processing Systems, 6615-6626, 2018 | 5 | 2018 |
| Stable Gradient Descent Y Zhou, S Chen, A Banerjee | 5* | |
| Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs A Banerjee, S Chen, V Sivakumar Conference on Learning Theory, 1752-1755, 2015 | 2 | 2015 |
| Computational and Statistical Aspects of High-Dimensional Structured Estimation S Chen | | 2018 |
| Supplementary Material to An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression S Chen, A Banerjee | | |
| Supplementary Material to Sparse Linear Isotonic Models S Chen, A Banerjee | | |
| Supplementary Material to Alternating Estimation for Structured High-Dimensional Multi-Response Models S Chen, A Banerjee | | |
| Supplementary Material to Robust Structured Estimation with Single-Index Models S Chen, A Banerjee | | |
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
