Kernel regression on matrix patterns
Articles
Povilas Daniušis
Vilnius University
Pranas Vaitkus
Vilnius University
Published 2008-12-21
https://doi.org/10.15388/LMR.2008.34
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Keywords

matrix inputs
kernel methods
regression
classification

How to Cite

Daniušis P. and Vaitkus P. (2008) “Kernel regression on matrix patterns”, Lietuvos matematikos rinkinys, 48(proc. LMS), pp. 191–195. doi: 10.15388/LMR.2008.34.

Abstract

In this paper we propose a kernel-based regression model for matrix patterns (KRMP). The training algorithm is derived. The proposed model was empirically compared with traditional models.

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