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Associations between MSE and SSIM as cost functions in linear decomposition with application to bit allocation for sparse coding 期刊论文
NEUROCOMPUTING, 2021, 卷号: 422, 页码: 139-149
Authors:  Wang, Jianji;  Chen, Pei;  Zheng, Nanning;  Chen, Badong;  Principe, Jose C.;  Wang, Fei-Yue
Favorite  |  View/Download:17/0  |  Submit date:2021/01/06
Mean Square Error (MSE)  Structural Similarity (SSIM) index  Bit allocation  Sparse coding  Image contrast  
Special Issue on Deep Reinforcement Learning and Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 6, 页码: 2038-2041
Authors:  Zhao, Dongbin;  Liu, Derong;  Lewis, F. L.;  Principe, Jose C.;  Squartini, Stefano
Favorite  |  View/Download:96/0  |  Submit date:2018/10/10
Robust C-Loss Kernel Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 510-522
Authors:  Xu, Guibiao;  Hu, Bao-Gang;  Principe, Jose C.
View  |  Adobe PDF(3169Kb)  |  Favorite  |  View/Download:204/91  |  Submit date:2018/01/05
Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
Robust support vector machines based on the rescaled hinge loss function 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 63, 页码: 139-148
Authors:  Xu, Guibiao;  Cao, Zheng;  Hu, Bao-Gang;  Principe, Jose C.
Favorite  |  View/Download:97/0  |  Submit date:2017/02/14
Support Vector Machine  Robustness  Rescaled Hinge Loss  Half-quadratic Optimization  
Robust Bounded Logistic Regression in the Class Imbalance Problem 会议论文
2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 2016-7-24至2016-7-29
Authors:  Xu, Guibiao(徐贵标);  Hu, Bao-Gang(胡包钢);  Principe, Jose
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An Asymmetric Stagewise Least Square Loss Function for Imbalanced Classification 会议论文
2014 International Joint Conference on Neural Networks (IJCNN), 北京, 2014-7-6至2014-7-11
Authors:  Xu, Guibiao(徐贵标);  Hu, Bao-Gang(胡包钢);  Principe, Jose
View  |  Adobe PDF(768Kb)  |  Favorite  |  View/Download:122/25  |  Submit date:2016/06/20