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Robust Motion Averaging under Maximum Correntropy Criterion

May 10, 2020
Jihua Zhu, Jie Hu, Huimin Lu, Badong Chen, Zhongyu Li


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Robust Motion Averaging under MaximumCorrentropy Criterion

Apr 21, 2020
Jihua Zhu, Jie Hu, Zhongyu Li, Badong Chen


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Broad Learning System Based on Maximum Correntropy Criterion

Dec 24, 2019
Yunfei Zheng, Badong Chen, Senior Member, IEEE, Shiyuan Wang, Senior Member, IEEE, Weiqun Wang, Member, IEEE


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Asymmetric Correntropy for Robust Adaptive Filtering

Nov 21, 2019
Badong Chen, Zhuang Li, Yingsong Li, Pengju Ren


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Robust Logistic Regression against Attribute and Label Outliers via Information Theoretic Learning

Sep 06, 2019
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike


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An encoding framework with brain inner state for natural image identification

Aug 22, 2019
Hao Wu, Ziyu Zhu, Jiayi Wang, Nanning Zheng, Badong Chen


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Multi-Kernel Correntropy for Robust Learning

May 24, 2019
Badong Chen, Xin Wang, Zejian yuan, Pengju Ren, Jing Qin

* 10 pages, 5 figures 

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Maximum Correntropy Criterion with Variable Center

Apr 13, 2019
Badong Chen, Xin Wang, Yingsong Li, Jose C. Principe

* 5 pages, 1 figure 

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Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition

Oct 23, 2018
Yuanliu Liu, Ang Li, Zejian Yuan, Badong Chen, Nanning Zheng


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Prognostics Estimations with Dynamic States

Sep 23, 2018
Rong-Jing Bao, Hai-Jun Rong, Zhi-Xin Yang, Badong Chen


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Augmented Space Linear Model

Feb 02, 2018
Zhengda Qin, Badong Chen, Nanning Zheng, Jose C. Principe

* 5 pages and 1 figures 

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A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections

Dec 01, 2017
Siyu Yu, Nanning Zheng, Yongqiang Ma, Hao Wu, Badong Chen

* 10 pages, 8 figures, IEEE Transactions on Cognitive and Developmental Systems(TCDS) 

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Bias-Compensated Normalized Maximum Correntropy Criterion Algorithm for System Identification with Noisy Input

Nov 23, 2017
Wentao Ma, Dongqiao Zheng, Yuanhao Li, Zhiyu Zhang, Badong Chen

* 14 pages, 4 figures 

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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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Quantized Minimum Error Entropy Criterion

Oct 12, 2017
Badong Chen, Lei Xing, Nanning Zheng, Jose C. Príncipe


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Associations among Image Assessments as Cost Functions in Linear Decomposition: MSE, SSIM, and Correlation Coefficient

Aug 04, 2017
Jianji Wang, Nanning Zheng, Badong Chen, Jose C. Principe

* 11 pages, 0 figures 

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Brain Inspired Cognitive Model with Attention for Self-Driving Cars

Feb 18, 2017
Shitao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, Nanning Zheng

* 13 pages, 10 figures 

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Robust Learning with Kernel Mean p-Power Error Loss

Dec 21, 2016
Badong Chen, Lei Xing, Xin Wang, Jing Qin, Nanning Zheng

* 11 pages, 7 figures, 10 tables 

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Constrained Maximum Correntropy Adaptive Filtering

Dec 14, 2016
Siyuan Peng, Badong Chen, Lei Sun, Zhiping Lin, Wee Ser

* 12 pages, 10 figures 

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Maximum Correntropy Unscented Filter

Aug 26, 2016
Xi Liu, Badong Chen, Bin Xu, Zongze Wu, Paul Honeine

* 9 pages,6 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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Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing

Feb 04, 2016
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng

* 23 pages 

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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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Kernel Least Mean Square with Adaptive Kernel Size

Feb 11, 2014
Badong Chen, Junli Liang, Nanning Zheng, Jose C. Principe

* Neurocomputing,2016 
* 25 pages, 9 figures, and 4 tables 

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