Badong Chen

Proceedings of the 26th European Signal Processing Conference, 2018

2017

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Disturbance Observer Based Composite Learning Fuzzy Control of Nonlinear Systems with Unknown Dead Zone.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2017

Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Improved affine projection subband adaptive filter for high background noise environments.

[BibT_eX]

[DOI]

Signal Process., 2017

A correntropy inspired variable step-size sign algorithm against impulsive noises.

[BibT_eX]

[DOI]

Signal Process., 2017

Maximum total correntropy adaptive filtering against heavy-tailed noises.

[BibT_eX]

[DOI]

Signal Process., 2017

Constrained maximum correntropy adaptive filtering.

[BibT_eX]

[DOI]

Signal Process., 2017

State space maximum correntropy filter.

[BibT_eX]

[DOI]

Signal Process., 2017

Recursive least mean p-power Extreme Learning Machine.

[BibT_eX]

[DOI]

Neural Networks, 2017

Hybrid-augmented intelligence: collaboration and cognition.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

Maximum correntropy unscented filter.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2017

Robust echo state networks based on correntropy induced loss function.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Exemplar-Guided Similarity Learning on Polynomial Kernel Feature Map for Person Re-identification.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

Robust kernel adaptive filters based on mean p-power error for noisy chaotic time series prediction.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

State space least p-power filter.

[BibT_eX]

[DOI]

Digit. Signal Process., 2017

Robust Adaptive Volterra Filter Under Maximum Correntropy Criteria in Impulsive Environments.

[BibT_eX]

[DOI]

Wenyuan Wang

Circuits Syst. Signal Process., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2017

Building Up a Robust Risk Mathematical Platform to Predict Colorectal Cancer.

[BibT_eX]

[DOI]

Complex., 2017

Maximum correntropy Kalman filter.

[BibT_eX]

[DOI]

Autom., 2017

General Mixed-Norm-Based Diffusion Adaptive Filtering Algorithm for Distributed Estimation Over Network.

[BibT_eX]

[DOI]

IEEE Access, 2017

Maximum Correntropy Kalman Filter With State Constraints.

[BibT_eX]

[DOI]

IEEE Access, 2017

Robust 2D point set matching with Kernel mean P-power error loss.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Correntropy induced metric based common spatial patterns.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Random fourier feature kernel recursive least squares.

[BibT_eX]

[DOI]

Zhengda Qin

Nanning Zheng

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Kernel least mean square based on conjugate gradient.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Steady-state mean square performance of a sparsified kernel least mean square algorithm.

[BibT_eX]

[DOI]

Zhengda Qin

Lei Sun

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Bias-compensated normalized least mean absolute deviation algorithm with noisy input.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Quaternion least mean kurtosis algorithm for adaptive filtering of 3D and 4D signal processes.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Low Complexity Distributed Max-Throughput Algorithm for User Association in Heterogeneous Network.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2016

Generalized Correntropy for Robust Adaptive Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Decentralized Dimensionality Reduction for Distributed Tensor Data Across Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Improved-Variable-Forgetting-Factor Recursive Algorithm Based on the Logarithmic Cost for Volterra System Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2016

Sparse least mean p-power algorithms for channel estimation in the presence of impulsive noise.

[BibT_eX]

[DOI]

Signal Image Video Process., 2016

Convex regularized recursive maximum correntropy algorithm.

[BibT_eX]

[DOI]

Signal Process., 2016

A robust band-dependent variable step size NSAF algorithm against impulsive noises.

[BibT_eX]

[DOI]

Signal Process., 2016

Steady-state mean-square-deviation analysis of the sign subband adaptive filter algorithm.

[BibT_eX]

[DOI]

Signal Process., 2016

Robust MIMO radar target localization via nonconvex optimization.

[BibT_eX]

[DOI]

Signal Process., 2016

Efficient and robust deep learning with Correntropy-induced loss function.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2016

Sparse normalized subband adaptive filter algorithm with l0-norm constraint.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2016

Collaborative adaptive Volterra filters for nonlinear system identification in α-stable noise environments.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2016

Kernel least mean square with adaptive kernel size.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Correntropy induced joint power and admission control algorithm for dense small cell network.

[BibT_eX]

[DOI]

IET Commun., 2016

Insights into Entropy as a Measure of Multivariate Variability.

[BibT_eX]

[DOI]

Entropy, 2016

Self-organizing kernel adaptive filtering.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2016

Diffusion maximum correntropy criterion algorithms for robust distributed estimation.

[BibT_eX]

[DOI]

Digit. Signal Process., 2016

Two Improved Normalized Subband Adaptive Filter Algorithms with Good Robustness Against Impulsive Interferences.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2016

A New Normalized Subband Adaptive Filter Algorithm with Individual Variable Step Sizes.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2016

Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2016

A Novel Normalized Sign Algorithm for System Identification Under Impulsive Noise Interference.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2016

KLMAT: A Kernel Least Mean Absolute Third Algorithm.

[BibT_eX]

[DOI]

CoRR, 2016

Improved functional link artificial neural network via convex combination for nonlinear active noise control.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

ADMM for maximum correntropy criterion.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Least mean p-power extreme learning machine for obstacle avoidance of a mobile robot.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Density-dependent quantized kernel least mean square.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A dictionary based survival error compensation for robust adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Extended Kalman filter under maximum correntropy criterion.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Kernel adaptive filtering under generalized Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Multiple adaptive kernel size KLMS for Beijing PM2.5 prediction.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Adaptive convex combination filter under minimum error entropy criterion.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Sex Difference of Saccade Patterns in Emotional Facial Expression Recognition.

[BibT_eX]

[DOI]

Yaohui Han

Xuetao Zhang

Proceedings of the Cognitive Systems and Signal Processing, 2016

A parameter-free Cauchy-Schwartz information measure for independent component analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Kernel adaptive filtering subject to equality function constraints.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Similarity Learning with Spatial Constraints for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Developing a robust colorectal cancer (CRC) risk predictive model with the big genetic and environment related CRC data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015

Theoretical Methods in Machine Learning.

[BibT_eX]

[DOI]

Weifeng Liu

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Kernel recursive maximum correntropy.

[BibT_eX]

[DOI]

Signal Process., 2015

Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2015

Sequential extreme learning machine incorporating survival error potential.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Convergence of a Fixed-Point Minimum Error Entropy Algorithm.

[BibT_eX]

[DOI]

Entropy, 2015

Minimum Error Entropy Algorithms with Sparsity Penalty Constraints.

[BibT_eX]

[DOI]

Entropy, 2015

Proportionate Minimum Error Entropy Algorithm for Sparse System Identification.

[BibT_eX]

[DOI]

Entropy, 2015

Robust Hammerstein Adaptive Filtering under Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

Entropy, 2015

Adaptive recursive algorithm with logarithmic transformation for nonlinear system identification in α-stable noise.

[BibT_eX]

[DOI]

Digit. Signal Process., 2015

Smoothed least mean p-power error criterion for adaptive filtering.

[BibT_eX]

[DOI]

Digit. Signal Process., 2015

Sparseness-Controlled Proportionate Affine Projection Sign Algorithms for Acoustic Echo Cancellation.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2015

Set-membership versions of improved normalized subband adaptive filter algorithm for highly noisy system.

[BibT_eX]

[DOI]

CoRR, 2015

Robust diffusion maximum correntropy criterion algorithm for distributed network estimation.

[BibT_eX]

[DOI]

CoRR, 2015

Variable-mixing parameter quantized kernel robust mixed-norm algorithms for combating impulsive interference.

[BibT_eX]

[DOI]

CoRR, 2015

Universal Approximation with Convex Optimization: Gimmick or Reality? [Discussion Forum].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2015

fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2015

A switch kernel width method of correntropy for channel estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A variable step-size adaptive algorithm under maximum correntropy criterion.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

On initial convergence behavior of the kernel least mean square algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Exponential C-Loss for data fitting.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

An adaptive kernel width update method of correntropy for channel estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Sparsity aware normalized least mean p-power algorithms with correntropy induced metric penalty.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Trimmed diffusion least mean squares for distributed estimation.

[BibT_eX]

[DOI]

Hong Ji

Xiaohan Yang

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Robust adaptive sparse channel estimation in the presence of impulsive noises.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Risk-sensitive loss in kernel space for robust adaptive filtering.

[BibT_eX]

[DOI]

Ren Wang

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Illumination Robust Color Naming via Label Propagation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Sparsity aware minimum error entropy algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Long-term scalp epileptic EEG quantification with GMA dynamics.

[BibT_eX]

[DOI]

Hong Ji

Mehrnaz Khodam Hazrati

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A real-time permutation entropy computation for EEG signals.

[BibT_eX]

[DOI]

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

A 128-way FPGA platform for the acceleration of KLMS algorithm.

[BibT_eX]

[DOI]

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

2014

Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

An Extended Result on the Optimal Estimation Under the Minimum Error Entropy Criterion.

[BibT_eX]

[DOI]

Entropy, 2014

A Note on the W-S Lower Bound of the MEE Estimation.

[BibT_eX]

[DOI]

Entropy, 2014

Vector quantization using survival Cauchy-Schwartz divergence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Hardware implementation of KLMS algorithm using FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Kernel robust mixed-norm adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Trimmed affine projection algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Online Nonlinear Granger Causality Detection by Quantized Kernel Least Mean Square.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Sparse kernel recursive least squares using L1 regularization and a fixed-point sub-iteration.

[BibT_eX]

[DOI]

Nanning Zheng

Proceedings of the IEEE International Conference on Acoustics, 2014

Feature selection based on survival Cauchy-Schwartz mutual information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Hybrid affine projection algorithm.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Empirical survival error potential weighted least squares for binary pattern classification.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

A reconfigurable parallel acceleration platform for evaluation of permutation entropy.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Quantized Kernel Recursive Least Squares Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Fixed budget quantized kernel least-mean-square algorithm.

[BibT_eX]

[DOI]

Signal Process., 2013

Kernel minimum error entropy algorithm.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Kernel adaptive filtering with confidence intervals.

[BibT_eX]

[DOI]

Kan Li

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Survival kernel with application to kernel adaptive filtering.

[BibT_eX]

[DOI]

Nanning Zheng

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Survival Information Potential: A New Criterion for Adaptive System Training.

[BibT_eX]

[DOI]

José Carlos Príncipe

IEEE Trans. Signal Process., 2012

Quantized Kernel Least Mean Square Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Maximum Correntropy Estimation Is a Smoothed MAP Estimation.

[BibT_eX]

[DOI]

José Carlos Príncipe

IEEE Signal Process. Lett., 2012

Mean square convergence analysis for kernel least mean square algorithm.

[BibT_eX]

[DOI]

Signal Process., 2012

A novel extended kernel recursive least squares algorithm.

[BibT_eX]

[DOI]

Neural Networks, 2012

Stochastic Information Gradient Algorithm with Generalized Gaussian Distribution Model.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2012

On the Smoothed Minimum Error Entropy Criterion.

[BibT_eX]

[DOI]

Entropy, 2012

Some Further Results on the Minimum Error Entropy Estimation.

[BibT_eX]

[DOI]

Entropy, 2012

An adaptive kernel width update for correntropy.

[BibT_eX]

[DOI]

Songlin Zhao

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Online efficient learning with quantized KLMS and L1 regularization.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Δ-Entropy: Definition, properties and applications in system identification with quantized data.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Extended Kalman filter using a kernel recursive least squares observer.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Kernel adaptive filtering with maximum correntropy criterion.

[BibT_eX]

[DOI]

Songlin Zhao

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Mean-square convergence analysis of ADALINE training with minimum error entropy criterion.

[BibT_eX]

[DOI]

Yu Zhu

Jinchun Hu

IEEE Trans. Neural Networks, 2010

A new interpretation on the MMSE as a robust MEE criterion.

[BibT_eX]

[DOI]

Signal Process., 2010

On optimal estimations with minimum error entropy criterion.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2010

2008

Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2008

Adaptive filtering under maximum mutual information criterion.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Adaptive filtering for desired error distribution under minimum information divergence criterion.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Information Theoretical Approach to Identification of Hybrid Systems.

[BibT_eX]

[DOI]

Li Pu

Jinchun Hu