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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：165/0  |  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：149/0  |  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：133/0  |  提交时间：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
作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
收藏  |  浏览/下载：207/0  |  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：184/0  |  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  
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
作者:  Li, Changliang;  Xu, Bo;  Wu, Gaowei;  He, Saike;  Tian, Guanhua;  Zhou, Yujun
收藏  |  浏览/下载：78/0  |  提交时间：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
作者:  Tao, Qing;  Gao, Qian-Kun;  Chu, De-Jun;  Wu, Gao-Wei
收藏  |  浏览/下载：28/0  |  提交时间：2020/10/27
Alternating Direction Method Of Multiplier (Admm)  Machine Learning  Online Learning  Optimization  Regret  Stochastic Learning  Variational Inequality (Vi)  
Recursive Deep Learning for Sentiment Analysis over Social Data 会议论文
, Warsaw, August 11-14, 2014
作者:  Changliang Li;  Bo Xu;  Gaowei Wu;  Saike He;  Guanhua Tian;  Hongwei Hao
收藏  |  浏览/下载：45/0  |  提交时间：2020/10/27
Obtaining Better Word Representations via Language Transfer 会议论文
, Kathmandu, April 6-12,2014
作者:  Changliang Li;  Bo Xu;  Gaowei Wu;  Wiuying wang;  Wendong Ge;  Yan Li
收藏  |  浏览/下载：44/0  |  提交时间：2020/10/27
Improving Word Embeddings via Combining with Complementary Languages 会议论文
, Montréal, May 6-9,2014
作者:  Changliang Li;  Bo Xu;  Gaowei Wu;  Tao Zhuang;  Xiuying Wang;  Wendong Ge
收藏  |  浏览/下载：25/0  |  提交时间：2020/10/27