Where Does Minimum Error Entropy Outperform Minimum Mean Square Error? A New and Closer Look

The past decade has seen a rapid application of information theoretic learning (ITL) criteria in robust signal processing and machine learning problems. Generally, in ITL's literature, it is seen that, under non-Gaussian assumptions, especially when the data are corrupted by heavy-tailed or mul...

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Bibliographic Details
Main Authors: Ahmad Reza Heravi, Ghosheh Abed Hodtani
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8264748/