Improvements to Platt's SMO algorithm for SVM classifier design SS Keerthi, SK Shevade, C Bhattacharyya, KRK Murthy Neural computation 13 (3), 637-649, 2001 | 2121 | 2001 |
Improvements to the SMO algorithm for SVM regression SK Shevade, SS Keerthi, C Bhattacharyya, KRK Murthy IEEE transactions on neural networks 11 (5), 1188-1193, 2000 | 1051 | 2000 |
A robust minimax approach to classification GRG Lanckriet, LE Ghaoui, C Bhattacharyya, MI Jordan Journal of Machine Learning Research 3 (Dec), 555-582, 2002 | 553 | 2002 |
A fast iterative nearest point algorithm for support vector machine classifier design SS Keerthi, SK Shevade, C Bhattacharyya, KRK Murthy IEEE transactions on neural networks 11 (1), 124-136, 2000 | 519 | 2000 |
Second order cone programming approaches for handling missing and uncertain data P Shivaswamy, C Bhattacharyya, A Smola MIT Press, 2006 | 238 | 2006 |
Minimax probability machine G Lanckriet, LE Ghaoui, C Bhattacharyya, MI Jordan Advances in neural information processing systems, 801-807, 2001 | 159 | 2001 |
Structured learning for non-smooth ranking losses CB Soumen Chakrabarti,Rajiv Khanna, Uma Sawant KDD, 88-96, 2008 | 130* | 2008 |
Exploiting coherence in reviews for discovering latent facets and associated sentiments H Lakkaraju, C Bhattacharyya, I Bhattacharya, S Merugu Proceedings of 2011 SIAM International Conference on Data Mining: April, 28-30, 2011 | 115* | 2011 |
Reside: Improving distantly-supervised neural relation extraction using side information S Vashishth, R Joshi, SS Prayaga, C Bhattacharyya, P Talukdar arXiv preprint arXiv:1812.04361, 2018 | 90 | 2018 |
A second order cone programming formulation for classifying missing data C Bhattacharyya, KS Pannagadatta, AJ Smola Neural Information Processing Systems (NIPS), 153-160, 2005 | 90 | 2005 |
Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data C Bhattacharyya, LR Grate, A Rizki, D Radisky, FJ Molina, MI Jordan, ... Signal Processing 83 (4), 729-743, 2003 | 81 | 2003 |
Fréchet distance based approach for searching online handwritten documents E Sriraghavendra, K Karthik, C Bhattacharyya Ninth International Conference on Document Analysis and Recognition (ICDAR …, 2007 | 77 | 2007 |
On the algorithmics and applications of a mixed-norm based kernel learning formulation SN Jagarlapudi, G Dinesh, S Raman, C Bhattacharyya, A Ben-Tal, R Kr Advances in neural information processing systems, 844-852, 2009 | 59 | 2009 |
Variable Sparsity Kernel Learning. J Aflalo, A Ben-Tal, C Bhattacharyya, JS Nath, S Raman, S Sonnenburg Journal of Machine Learning Research 12 (2), 2011 | 56 | 2011 |
Chance constrained uncertain classification via robust optimization A Ben-Tal, S Bhadra, C Bhattacharyya, JS Nath Mathematical programming 127 (1), 145-173, 2011 | 55 | 2011 |
Content driven user profiling for comment-worthy recommendations of news and blog articles T Bansal, M Das, C Bhattacharyya Proceedings of the 9th ACM Conference on Recommender Systems, 195-202, 2015 | 54 | 2015 |
Global graph kernels using geometric embeddings F Johansson, V Jethava, D Dubhashi, C Bhattacharyya International Conference on Machine Learning, 694-702, 2014 | 54 | 2014 |
Second Order Cone Programming Formulations for Feature Selection. C Bhattacharyya Journal of Machine Learning Research 5 (9), 2004 | 52 | 2004 |
RAPID: resource of Asian primary immunodeficiency diseases S Keerthikumar, R Raju, K Kandasamy, A Hijikata, S Ramabadran, ... Nucleic acids research 37 (suppl_1), D863-D867, 2009 | 48 | 2009 |
Maximum margin classifiers with specified false positive and false negative error rates JS Nath, C Bhattacharyya Proceedings of the 2007 SIAM International Conference on Data Mining, 35-46, 2007 | 47 | 2007 |