Bayesian wavelet networks for nonparametric regression.

Radial wavelet networks have recently been proposed as a method for nonparametric regression. In this paper we analyze their performance within a Bayesian framework. We derive probability distributions over both the dimension of the networks and the network coefficients by placing a prior on the deg...

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מידע ביבליוגרפי
Main Authors: Holmes, C, Mallick, B
פורמט: Journal article
שפה:English
יצא לאור: IEEE 2000