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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
Authors:  Tao, Wei;  Wu, Gao-Wei;  Tao, Qing
Favorite  |  View/Download:22/0  |  Submit date: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
Authors:  Yang,Bin;  Huang,Jiajin;  Wu,Gaowei;  Yang,Jian
Favorite  |  View/Download:20/0  |  Submit date: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
Authors:  He,Yishan;  Huang,Jiajin;  Wu,Gaowei;  Yang,Jian
Favorite  |  View/Download:30/0  |  Submit date:2021/11/03
Neuronal morphology  Reconstruction  Local alignment  Motif  
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
Authors:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
Favorite  |  View/Download:64/0  |  Submit date: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
Authors:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
Favorite  |  View/Download:94/0  |  Submit date: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  
Iterative Reweighted Quantile Regression Using Augmented Lagrangian Optimization for Baseline Correction 会议论文
, 河南郑州, 2018年7月20至22
Authors:  Han QJ(韩权杰);  Peng SL(彭思龙);  Xie Q(谢琼);  Wu YF(吴义凡);  Zhang GW(张根伟)
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Parallel Recursive Deep Model for Sentiment Analysis 会议论文
Advances in Knowledge Discovery and Data Mining, Ho Chi Minh, 2015-5-19 ~ 2015-5-22
Authors:  Li, Changliang;  Xu, Bo;  Wu, Gaowei;  He, Saike;  Tian, Guanhua;  Zhou, Yujun
Favorite  |  View/Download:18/0  |  Submit date:2020/10/27
Sentiment Analysis  Prdm  Sentiment-rnn  
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
Authors:  Tao, Qing;  Gao, Qian-Kun;  Chu, De-Jun;  Wu, Gao-Wei
Favorite  |  View/Download:7/0  |  Submit date:2020/10/27
Alternating Direction Method Of Multiplier (Admm)  Machine Learning  Online Learning  Optimization  Regret  Stochastic Learning  Variational Inequality (Vi)  
Recursive Deep Learning for Sentiment Analysis over Social Data 会议论文
, Warsaw, August 11-14, 2014
Authors:  Changliang Li;  Bo Xu;  Gaowei Wu;  Saike He;  Guanhua Tian;  Hongwei Hao
Favorite  |  View/Download:9/0  |  Submit date:2020/10/27
Obtaining Better Word Representations via Language Transfer 会议论文
, Kathmandu, April 6-12,2014
Authors:  Changliang Li;  Bo Xu;  Gaowei Wu;  Wiuying wang;  Wendong Ge;  Yan Li
Favorite  |  View/Download:7/0  |  Submit date:2020/10/27