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Book Chapter

Ghosh, Aritra and Manwani, Naresh and Sastry, P S (2017) On the Robustness of Decision Tree Learning Under Label Noise. [Book Chapter]

Conference Proceedings

Manwani, Naresh and Sastry, PS (2009) A Geometric Algorithm for Learning Oblique Decision Trees. In: 3rd International Conference on Pattern Recognition and Machine Intelligence, DEC 16-20, 2009, IIT Delhi, pp. 25-31.

Conference Paper

Manwani, Naresh and Sastry, PS (2011) Polyceptron a polyhedral learning algorithm. In: IISc Centenary Conference, 2011, Jul 8, 2011, IISc, Bangalore, India.

Manwani, Naresh and Sastry, PS (2010) Learning polyhedral classifiers using logistic function. In: 2nd Asian Conference on Machine Learning (ACML2010), Tokyo, Japan, Nov. 8-10, 2010.

Journal Article

Manwani, Naresh and Sastry, PS (2015) K-plane regression. In: INFORMATION SCIENCES, 292 . pp. 39-56.

Ghosh, Aritra and Manwani, Naresh and Sastry, PS (2015) Making risk minimization tolerant to label noise. In: NEUROCOMPUTING, 160 . pp. 93-107.

Manwani, Naresh and Sastry, PS (2013) Noise tolerance under risk minimization. In: IEEE Transactions on Cybernetics, 43 (3). pp. 1146-1151.

Sastry, PS and Nagendra, GD and Manwani, Naresh (2010) A Team of Continuous-Action Learning Automata for Noise-Tolerant Learning of Half-Spaces. In: IEEE Transactions on systems man and cybernetics part b-cybernetics, 40 (1). pp. 19-28.