Neighbourhood Components Analysis Jacob Goldberger Sam Roweis Geoff Hinton Ruslan Salakhutdinov Department of Computer Science University of Toronto jacobroweishintonrsalakhu cs

Neighbourhood Components Analysis Jacob Goldberger Sam Roweis Geoff Hinton Ruslan Salakhutdinov Department of Computer Science University of Toronto jacobroweishintonrsalakhu cs Neighbourhood Components Analysis Jacob Goldberger Sam Roweis Geoff Hinton Ruslan Salakhutdinov Department of Computer Science University of Toronto jacobroweishintonrsalakhu cs - Start

2014-10-25 206K 206 0 0

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torontoedu Abstract In this paper we propose a novel method for learning a Mahalanobis distance measure to be used in the KNN classi64257cation algorithm The algorithm directly maximizes a stochastic variant of the leaveoneout KNN score on the traini ID: 7448 Download Pdf

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Neighbourhood Components Analysis Jacob Goldberger Sam Roweis Geoff Hinton Ruslan Salakhutdinov Department of Computer Science University of Toronto jacobroweishintonrsalakhu cs




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