Convergence of a Fixed-Point Minimum Error Entropy Algorithm

The minimum error entropy (MEE) criterion is an important learning criterion in information theoretical learning (ITL). However, the MEE solution cannot be obtained in closed form even for a simple linear regression problem, and one has to search it, usually, in an iterative manner. The fixed-point...

Full description

Bibliographic Details
Main Authors: Yu Zhang, Badong Chen, Xi Liu, Zejian Yuan, Jose C. Principe
Format: Article
Language:English
Published: MDPI AG 2015-08-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/17/8/5549