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Polyceptron a polyhedral learning algorithm

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

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In this paper we propose a new algorithm for learning polyhedral classifiers which we call as Polyceptron. It is a Perception like algorithm which updates the parameters only when the current classifier misclassifies any training data. We give both batch and online version of Polyceptron algorithm. Finally we give experimental results to show the effectiveness of our approach.

Item Type: Conference Paper
Publisher: Indian Institute of Science
Additional Information: Copyright of this article belongs to Indian Institute of Science.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 23 Apr 2013 06:31
Last Modified: 23 Apr 2013 06:31
URI: http://eprints.iisc.ac.in/id/eprint/46233

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