| Noise tolerance under risk minimization N Manwani, PS Sastry IEEE transactions on cybernetics 43 (3), 1146-1151, 2013 | 274 | 2013 |
| Making risk minimization tolerant to label noise A Ghosh, N Manwani, PS Sastry Neurocomputing 160, 93-107, 2015 | 202 | 2015 |
| Geometric decision tree N Manwani, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011 | 78 | 2011 |
| A team of continuous-action learning automata for noise-tolerant learning of half-spaces PS Sastry, GD Nagendra, N Manwani IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2009 | 56 | 2009 |
| On the robustness of decision tree learning under label noise A Ghosh, N Manwani, PS Sastry Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia …, 2017 | 39 | 2017 |
| K-plane regression N Manwani, PS Sastry Information Sciences 292, 39-56, 2015 | 23 | 2015 |
| Learning polyhedral classifiers using logistic function N Manwani, PS Sastry Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010 | 23 | 2010 |
| Spoken language identification for Indian languages using split and merge EM algorithm N Manwani, SK Mitra, MV Joshi Pattern Recognition and Machine Intelligence: Second International …, 2007 | 17 | 2007 |
| The curious case of convex neural networks S Sivaprasad, A Singh, N Manwani, V Gandhi Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 13 | 2021 |
| Polyceptron: A polyhedral learning algorithm N Manwani, PS Sastry arXiv preprint arXiv:1107.1564, 2011 | 12 | 2011 |
| Online active learning of reject option classifiers K Shah, N Manwani Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5652-5659, 2020 | 10 | 2020 |
| Exact passive-aggressive algorithms for ordinal regression using interval labels N Manwani, M Chandra IEEE Transactions on Neural Networks and Learning Systems 31 (9), 3259-3268, 2019 | 10 | 2019 |
| fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings RSB Subba Reddy Oota, Naresh Manwani arXiv preprint arXiv:1806.05177, 2018 | 9* | 2018 |
| Double ramp loss based reject option classifier N Manwani, K Desai, S Sasidharan, R Sundararajan Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 7 | 2015 |
| A geometric algorithm for learning oblique decision trees N Manwani, PS Sastry Pattern Recognition and Machine Intelligence: Third International Conference …, 2009 | 7 | 2009 |
| Robust learning of classifiers in the presence of label noise PS Sastry, N Manwani Pattern Recognition and Big Data, 167-197, 2017 | 6 | 2017 |
| Robust learning of multi-label classifiers under label noise H Kumar, N Manwani, PS Sastry Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 90-97, 2020 | 5 | 2020 |
| Exact passive-aggressive algorithms for multiclass classification using bandit feedbacks M Arora, N Manwani Asian Conference on Machine Learning, 369-384, 2020 | 4 | 2020 |
| Robust deep ordinal regression under label noise B Garg, N Manwani Asian Conference on Machine Learning, 782-796, 2020 | 4 | 2020 |
| Online algorithms for multiclass classification using partial labels R Bhattacharjee, N Manwani Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020 | 4 | 2020 |
P S SastryDepartment Electrical Engineering, Indian Institute of ScienceVerified email at iisc.ac.in
