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Estimation of gradients and coordinate covariation in classification

calendar icon Feb 25, 2007 4425 views
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We introduce an algorithm that simultaneously estimates a classification function as well as its gradient in the supervised learning framework. The motivation for the algorithm is to find salient variables and estimate how they covary. An efficient implementation with respect to both memory and time is given.

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