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CASIA OpenIR
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Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:  Tao, Wei;  Wu, Gao-Wei;  Tao, Qing
收藏  |  浏览/下载：189/0  |  提交时间：2022/06/10
Heavy-ball (HB) methods  individual convergence  machine learning  momentum methods  nonsmooth optimization  sparsity  
Classifying the tracing difficulty of 3D neuron image blocks based on deep learning 期刊论文
Brain Informatics, 2021, 卷号: 8, 期号: 1
作者:  Yang,Bin;  Huang,Jiajin;  Wu,Gaowei;  Yang,Jian
收藏  |  浏览/下载：167/0  |  提交时间：2021/12/28
Deep learning  Tracing difficulty classification  Residual neural network  Fully connected neural network  Long short-term memory network  
Exploring highly reliable substructures in auto-reconstructions of a neuron 期刊论文
Brain Informatics, 2021, 卷号: 8, 期号: 1
作者:  He,Yishan;  Huang,Jiajin;  Wu,Gaowei;  Yang,Jian
收藏  |  浏览/下载：143/0  |  提交时间：2021/11/03
Neuronal morphology  Reconstruction  Local alignment  Motif  
Stochastic Learning via Optimizing the Variational Inequalities 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 卷号: 25, 期号: 10;10, 页码: 1769-1778
作者:  Tao, Qing;  Gao, Qian-Kun;  Chu, De-Jun;  Wu, Gao-Wei
收藏  |  浏览/下载：29/0  |  提交时间：2020/10/27
Alternating Direction Method Of Multiplier (Admm)  Machine Learning  Online Learning  Optimization  Regret  Stochastic Learning  Variational Inequality (Vi)  
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
收藏  |  浏览/下载：226/0  |  提交时间：2020/08/03
Convergence  Extrapolation  Optimization  Acceleration  Machine learning  Task analysis  Machine learning algorithms  Individual convergence  machine learning  Nesterov's extrapolation  nonsmooth optimization  sparsity  
Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845
作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
收藏  |  浏览/下载：201/0  |  提交时间：2020/03/30
Convergence  Convex functions  Machine learning  Optimization methods  Linear programming  Cybernetics  Individual convergence  machine learning  mirror descent (MD) methods  regularized learning problems  stochastic gradient descent (SGD)  stochastic optimization  
Posterior probability support vector Machines for unbalanced data Neural Networks 期刊论文
IEEE Transactions on Neural Networks, 2005, 卷号: 16, 期号: 6, 页码: 1561-1573
作者:  Qing Tao;  Gao-Wei Wu;  Fei-Yue Wang;  Jue Wang
收藏  |  浏览/下载：83/0  |  提交时间：2017/07/15
Bayesian Decision Theory  Classification  Margin  Maximal Margin Algorithms  -svm  Posterior Probability  Support Vector Machines (Svms)  Unbalanced Data.  
Posterior probability support vector Machines for unbalanced data Neural Networks 期刊论文
IEEE Transactions on Neural Networks, 2005, 卷号: 16, 期号: 6, 页码: 1561-1573
作者:  Qing Tao;  Gao-Wei Wu;  Fei-Yue Wang;  Jue Wang;  -
收藏  |  浏览/下载：97/0  |  提交时间：2017/07/15
Bayesian Decision Theory  Classification  Margin  Maximal Margin Algorithms  -svm  Posterior Probability  Support Vector Machines (Svms)  Unbalanced Data.  
Multisource data registration based on NURBS description of contours 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2008, 卷号: 29, 期号: 2, 页码: 569-591
作者:  Pan, C.;  Zhang, Z.;  Yan, H.;  Wu, G.;  Ma, S.
收藏  |  浏览/下载：223/0  |  提交时间：2015/11/08
A general soft method for learning SVM classifiers with L-1-norm penalty 期刊论文
PATTERN RECOGNITION, 2008, 卷号: 41, 期号: 3, 页码: 939-948
作者:  Tao, Qing;  Wu, Gao-Wei;  Wang, Jue
收藏  |  浏览/下载：207/0  |  提交时间：2015/11/08
Support Vector Machines  Classification  Nu-svms  Nearest Points  Gilbert's Algorithms  Schlesinger-kozinec's Algorithms  Mitchell-dem'yanov-malozemov's Algorithms  Soft Convex Hulls