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Learning With Coefficient-Based Regularized Regression on Markov Resampling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4166-4176
Authors:  Li, Luoqing;  Li, Weifu;  Zou, Bin;  Wang, Yulong;  Tang, Yuan Yan;  Han, Hua
Favorite  |  View/Download:41/0  |  Submit date:2018/10/10
Coefficient-based Regularized Regression (Cbrr)  Learning Rate  Markov Resampling  Uniformly Ergodic Markov Chain (U.e.m.c.)  
1D embedding multi-category classification methods 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2016, 卷号: 14, 期号: 2, 页码: 92-104
Authors:  Li, Luoqing;  Yang, Chuanwu;  Xie, Qiwei;  Luoqing Li
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Multi-category Classification  1d Embedding  Semi-supervised Learning  
Semi-supervised learning based on high density region estimation 期刊论文
NEURAL NETWORKS, 2010, 卷号: 23, 期号: 7, 页码: 812-818
Authors:  Chen, Hong;  Li, Luoqing;  Peng, Jiangtao
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Semi-supervised Learning  Local Risk Minimization  Density Estimation  Error Analysis  Learning Rate  
Error bounds of multi-graph regularized semi-supervised classification 期刊论文
INFORMATION SCIENCES, 2009, 卷号: 179, 期号: 12, 页码: 1960-1969
Authors:  Chen, Hong;  Li, Luoqing;  Peng, Jiangtao
Favorite  |  View/Download:35/0  |  Submit date:2015/11/08
Semi-supervised Learning  Tikhonov Regularization  Reproducing Kernel Hilbert Space  Rademacher Complexity  Graph Laplacian