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Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang. Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10827-10842.
Authors:  Yao Lu;  Zheng Zhang;  Guangming Lu;  Yicong Zhou;  Jinxing Li; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training  
Supervised regularization locality-preserving projection method for face recognition Journal article
WEN-SHENG CHEN, WEI WANG, JIAN-WEI YANG, YUAN YAN TANG. Supervised regularization locality-preserving projection method for face recognition[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2012, 10(6).
Authors:  WEN-SHENG CHEN;  WEI WANG;  JIAN-WEI YANG;  YUAN YAN TANG
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:0.9/1.1 | Submit date：2019/02/11
Face Recognition  Locality-preserving Projections  Regularization.  Small Sample Size Problem  Supervised Learning