output
20122021
most citedMaking Risk Minimization Tolerant to Label Noise

224 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

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cs.LG2014★ 224 cited

Making Risk Minimization Tolerant to Label Noise

Aritra Ghosh, Naresh Manwani, P. S. Sastry

In many applications, the training data, from which one needs to learn a classifier, is corrupted with label noise. Many standard algorithms such as SVM perform poorly in presence…

cs.LG2012★ 19 cited

K-Plane Regression

Naresh Manwani, P. S. Sastry

In this paper, we present a novel algorithm for piecewise linear regression which can learn continuous as well as discontinuous piecewise linear functions. The main idea is to repe…