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Yunwen Lei

The University of Hong Kong

13H指数
116论文数
743被引数
收录论文 14
发表时间
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Differentially Private Stochastic Gradient Descent for Outcome Weighted Learning差分隐私随机梯度下降用于结果加权学习
errMachine Learning
IF2.9
err2026-09-28
err0
errOAAI
errAoli Yang; Jun Fan; Yunwen Lei; Dao-Hong Xiang
err分享
err收藏
From Convergence to Generalization: Stability of Stationary-Point Learning Algorithms从收敛到泛化：不动点学习算法的稳定性
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-29
err0
PREAI
errYunwen Lei; Zimeng Wang; Xiaoming Yuan
err分享
err收藏
Convergence of Adaptive Stochastic Mirror DescentHu, T.; Liu, X.; Ji, K.; Lei, Y. 自适应随机镜像下降的收敛性. IEEE 神经网络与学习系统汇刊. 2025, 1–12. [Google Scholar] [CrossRef] [PubMed]
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-01
err0
PREAI
errTing Hu; Xiaotong Liu; Kai Ji; Yunwen Lei
err分享
err收藏
Minibatch and local SGD: Algorithmic stability and linear speedup in generalization小批量与局部随机梯度下降：算法稳定性与泛化能力的线性加速
errApplied and Computational Harmonic Analysis
IF3.2
err2025-07-16
err0
PREAI
errYunwen Lei; Tao Sun; Mingrui Liu
err分享
err收藏
Generalization Guarantees of Gradient Descent for Shallow Neural Networks浅层神经网络中梯度下降的泛化保证
errNEURAL COMPUTATION
IF2.1
err2025-01-21
err1
PREAI
errWang, Puyu; Lei, Yunwen; Ying, Yiming; Zhou, Ding-Xuan
err分享
err收藏
Differentially private stochastic gradient descent with low-noise
errNEUROCOMPUTING
IF6.5
err2024-06-01
err3
errOAAI
errWang, Puyu; Lei, Yunwen; Ying, Yiming; Zhou, Ding-Xuan
err分享
err收藏
Few-Shot Learning With Dynamic Graph Structure Preserving
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-03-01
err7
PREAI
errFu, Sichao; Cao, Qiong; Lei, Yunwen; Zhong, Yujie; Zhan, Yibing; You, Xinge
err分享
err收藏
Differentially private empirical risk minimization for AUC maximization
errNEUROCOMPUTING
IF6.5
err2021-10-01
err10
PREAI
errWang, Puyu; Yang, Zhenhuan; Lei, Yunwen; Ying, Yiming; Zhang, Hai
err分享
err收藏
Stochastic Gradient Descent for Nonconvex Learning Without Bounded Gradient Assumptions
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-10-01
err52
errOAAI
errLei, Yunwen; Hu, Ting; Li, Guiying; Tang, Ke
err分享
err收藏
Refined bounds for online pairwise learning algorithms
errNEUROCOMPUTING
IF6.5
err2018-01-01
err14
PREAI
errChen, Xiaming; Lei, Yunwen
err分享
err收藏
Local Rademacher complexity bounds based on covering numbers
errNEUROCOMPUTING
IF6.5
err2016-12-01
err10
errOAAI
errLei, Yunwen; Ding, Lixin; Bi, Yingzhou
err分享
err收藏
Generalization Performance of Radial Basis Function Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2015-03-01
err26
PREAI
errLei, Yunwen; Ding, Lixin; Zhang, Wensheng
err分享
err收藏
Generalization ability of fractional polynomial models
errNEURAL NETWORKS
IF6.3
err2014-01-01
err1
PREAI
errLei, Yunwen; Ding, Lixin; Ding, Yiming
err分享
err收藏
Universal learning using free multivariate splines
errNEUROCOMPUTING
IF6.5
err2013-11-01
err2
PREAI
errLei, Yunwen; Ding, Lixin; Wu, Weili
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
汤
汤珂 (Ke Tang)
H 指数: 61 · 论文数: 539
W
Weili Wu
H 指数: 53 · 论文数: 708
D
Ding‐Xuan Zhou
H 指数: 48 · 论文数: 278
X
Xiaoming Yuan
H 指数: 44 · 论文数: 193
X
Xinge You
H 指数: 40 · 论文数: 240
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