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stat.ML2017
Quantized Minimum Error Entropy Criterion
Badong Chen, Lei Xing, Nanning Zheng +1
Comparing with traditional learning criteria, such as mean square error (MSE), the minimum error entropy (MEE) criterion is superior in nonlinear and non-Gaussian signal processing…
stat.ML2017★ 6 cited
Robustness of Maximum Correntropy Estimation Against Large Outliers
Badong Chen, Lei Xing, Haiquan Zhao +2
The maximum correntropy criterion (MCC) has recently been successfully applied in robust regression, classification and adaptive filtering, where the correntropy is maximized inste…