| Noise tolerance under risk minimization N Manwani, PS Sastry IEEE transactions on cybernetics 43 (3), 1146-1151, 2013 | 96 | 2013 |
| Making risk minimization tolerant to label noise A Ghosh, N Manwani, PS Sastry Neurocomputing 160, 93-107, 2015 | 61 | 2015 |
| Geometric decision tree N Manwani, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011 | 40 | 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 | 39 | 2009 |
| Learning polyhedral classifiers using logistic function N Manwani, PS Sastry Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010 | 13 | 2010 |
| K-plane regression N Manwani, PS Sastry Information Sciences 292, 39-56, 2015 | 11 | 2015 |
| Polyceptron: A polyhedral learning algorithm N Manwani, PS Sastry arXiv preprint arXiv:1107.1564, 2011 | 7 | 2011 |
| On the robustness of decision tree learning under label noise A Ghosh, N Manwani, PS Sastry Pacific-Asia Conference on Knowledge Discovery and Data Mining, 685-697, 2017 | 6 | 2017 |
| A geometric algorithm for learning oblique decision trees N Manwani, PS Sastry International Conference on Pattern Recognition and Machine Intelligence, 25-31, 2009 | 6 | 2009 |
| Spoken language identification for Indian languages using split and merge EM algorithm N Manwani, SK Mitra, MV Joshi International Conference on Pattern Recognition and Machine Intelligence …, 2007 | 5 | 2007 |
| Double ramp loss based reject option classifier N Manwani, K Desai, S Sasidharan, R Sundararajan Pacific-Asia Conference on Knowledge Discovery and Data Mining, 151-163, 2015 | 3 | 2015 |
| fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings RSB Subba Reddy Oota, Naresh Manwani arXiv preprint arXiv:1806.05177, 2018 | 2* | 2018 |
| Sparse Reject Option Classifier using Successive Linear Programming K Shah, N Manwani Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019 | 1 | 2019 |
| Robust learning of classifiers in the presence of label noise PS Sastry, N Manwani Pattern Recognition and Big Data, 167-197, 2017 | 1 | 2017 |
| Online Active Learning of Reject Option Classifiers K Shah, N Manwani arXiv preprint arXiv:1906.06166, 2019 | | 2019 |
| PLUME: Polyhedral Learning Using Mixture of Experts K Shah, PS Sastry, N Manwani arXiv preprint arXiv:1904.09948, 2019 | | 2019 |
| PRIL: Perceptron Ranking Using Interval Labels N Manwani Proceedings of the ACM India Joint International Conference on Data Science …, 2019 | | 2019 |
| Exact Passive-Aggressive Algorithms for Learning to Rank Using Interval Labels N Manwani, M Chandra arXiv preprint arXiv:1808.06107, 2018 | | 2018 |
| Supervised Learning of Piecewise Linear Models N Manwani | | 2018 |
| SPECIAL ISSUE ON ADAPTIVE AND LEARNING SYSTEMS PS Sastry, GD Nagendra, N Manwani | | |
P S SastryDepartment Electrical Engineering, Indian Institute of ScienceVerified email at iisc.ac.in