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An Iterative Fixed-Point Kernel Minimum Error Entropy Algorithm

Published in IEEE International Conference on Acoustics Speech and Signal Processing • Apr 21, 2026
Authors:
Benjamin Colburn
,
Kan Li
,
Michael Del Sesto

Abstract

Minimum Error Entropy (MEE) has proven to be a useful criterion for robust adaptive filtering. In this paper, we develop a fixed-point iterative scheme to estimate a functional, nonlinear MEE filter. To accomplish this, we first project the data to a finite-dimensional RKHS, simplifying the calculat...

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