An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion

An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion

The minimum error entropy (MEE) criterion has been successfully used in fields such as parameter estimation, system identification and the supervised machine learning. There is in general no explicit expression for the optimal MEE estimate unless some constraints on the conditional distribution are...

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Bibliographic Details
Main Authors: Badong Chen, Guangmin Wang, Nanning Zheng, Jose C. Principe
Format: Article
Language:English
Published: MDPI AG 2014-04-01
Series:Entropy
Subjects:
estimation
minimum error entropy
Renyi entropy
information potential
Online Access:http://www.mdpi.com/1099-4300/16/4/2223

Internet

http://www.mdpi.com/1099-4300/16/4/2223

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