On the Smoothed Minimum Error Entropy Criterion 

Recent studies suggest that the minimum error entropy (MEE) criterion can outperform the traditional mean square error criterion in supervised machine learning, especially in nonlinear and non-Gaussian situations. In practice, however, one has to estimate the error entropy from the samples since in...

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Bibliographic Details
Main Authors: Badong Chen, Jose C. Principe
Format: Article
Language:English
Published: MDPI AG 2012-11-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/14/11/2311