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Robustness of Maximum Correntropy Estimation Against Large Outliers


Nov 23, 2017
Badong Chen, Lei Xing, Haiquan Zhao, Bin Xu, Jose C. Principe

* 8 pages, 7 figures 

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Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering


Aug 01, 2016
Badong Chen, Lei Xing, Bin Xu, Haiquan Zhao, Nanning Zheng, Jose C. Principe

* 12 pages,8 figures 

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Diffusion Maximum Correntropy Criterion Algorithms for Robust Distributed Estimation


Feb 03, 2016
Wentao Ma, Badong Chen, Jiandong Duan, Haiquan Zhao

* 17 pages,10 figures 

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Maximum Correntropy Kalman Filter


Sep 15, 2015
Badong Chen, Xi Liu, Haiquan Zhao, José C. Príncipe

* 11 pages, 11 figures, 7 tables 

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Generalized Correntropy for Robust Adaptive Filtering


Apr 12, 2015
Badong Chen, Lei Xing, Haiquan Zhao, Nanning Zheng, José C. Príncipe

* IEEE Trans. on Signal Processing, vol. 64, no. 13, pp. 3376-3387, 2016 
* 34 pages, 9 figures, submitted to IEEE Transactions on Signal Processing 

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