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Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing 期刊论文
IEEE transactions on medical imaging, 2018, 卷号: 37, 期号: 10, 页码: 2176-2184
Authors:  Ma XB(马喜波)
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Fluorescence Molecular tomography+inverse problem+sparsity Adaptive Correntropy Matching pursuit+robust Reconstruction  
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.
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Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
BundleNet Learning with Noisy Label via Sample Correlations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 1, 页码: 2367-2377
Authors:  Li, Chenghua;  Zhang, Chunjie;  Ding, Kun;  Li, Gang;  Cheng, Jian;  Lu, Hanqing;  Jian Cheng
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Bundlenet  Sequential Data  Classification  Noisy Label  Regularization  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
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Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Incremental Codebook Adaptation for Visual Representation and Categorization 期刊论文
IEEE Transactions on Cybernetics, 2017, 期号: 0, 页码: 0
Authors:  Zhang CJ(张淳杰);  Cheng J(程健);  Tian Q(田奇)
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Codebook Learning  Visual Representation  Low-rank  Sparse Coding  
Self-Paced Learning: An Implicit Regularization Perspective 会议论文
, San Francisco, California USA, 2017
Authors:  Yanbo Fan;  Ran He;  Jian Liang;  Baogang Hu
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Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
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Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
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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模式分类中的鲁棒损失函数的设计及其在不平衡数据中的应用 学位论文
, 北京: 中国科学院大学, 2016
Authors:  徐贵标
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异常样本  鲁棒损失函数  不平衡数据  代价敏感学习  代价缺失学习  
Robust Subspace Clustering With Complex Noise 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4001-4013
Authors:  Ran He(赫然);  Yingya Zhang;  Zhenan Sun;  Qiyue Yin;  He, Ran
View  |  Adobe PDF(2575Kb)  |  Favorite  |  View/Download:106/37  |  Submit date:2015/09/23
Subspace Clustering  Subspace Segmentation  Correntropy  Half-quadratic Minimization