南方科技大学知识苑(SUSTech KC): A General Descent Aggregation Framework for Gradient-based Bi-level Optimization

题名	A General Descent Aggregation Framework for Gradient-based Bi-level Optimization
作者	Liu，Risheng 1; Mu，Pan 2; Yuan，Xiaoming 3; Zeng，Shangzhi 4; Zhang，Jin5
通讯作者	Zhang，Jin
发表日期	2022
DOI	10.1109/TPAMI.2022.3140249
发表期刊	IEEE Transactions on Pattern Analysis and Machine Intelligence 影响因子和分区
ISSN	1939-3539
卷号	PP 期号:99页码:1-1
关键词	Bi-level optimization gradient-based method descent aggregation hyper-parameter optimization meta-learning
相关链接	[IEEE记录]
收录类别	SCI ; EI
学校署名	通讯
EI入藏号	20220211457395
EI主题词	Approximation algorithms ; Computer vision ; Dynamical systems ; Heuristic algorithms ; Heuristic methods ; Iterative methods ; Job analysis ; Learning algorithms ; Learning systems ; Parameter estimation
EI分类号	Computer Programming:723.1 ; Machine Learning:723.4.2 ; Computer Applications:723.5 ; Vision:741.2 ; Mathematics:921 ; Optimization Techniques:921.5 ; Numerical Methods:921.6
ESI学科分类	ENGINEERING
来源库	IEEE
全文链接	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9669130
引用统计	被引频次[WOS]：16
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/327950
专题	南方科技大学
作者单位	1.DUT-RU Intenational School of Information Science and Technology, Dalian University of Technology, Dalian, Liaoning, China, (e-mail: rsliu@dlut.edu.cn) 2.DUT-RU Intenational School of Information Science and Technology, Dalian University of Technology, Dalian, Liaoning, China, (e-mail: muyifan11@mail.dlut.edu.cn) 3.Department of Mathematics, University of Hong Kong, 25809 Hong Kong, Hong Kong, Hong Kong, (e-mail: xmyuan@hku.hk) 4.Department of Mathematics, University of Hong Kong, 25809 Hong Kong, Hong Kong, Hong Kong, (e-mail: zengsz@connect.hku.hk) 5.Department of Math, Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, 518055 (e-mail: zhangj9@sustech.edu.cn)
通讯作者单位	南方科技大学
推荐引用方式 GB/T 7714	Liu，Risheng,Mu，Pan,Yuan，Xiaoming,et al. A General Descent Aggregation Framework for Gradient-based Bi-level Optimization[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2022,PP(99):1-1.
APA	Liu，Risheng,Mu，Pan,Yuan，Xiaoming,Zeng，Shangzhi,&Zhang，Jin.(2022).A General Descent Aggregation Framework for Gradient-based Bi-level Optimization.IEEE Transactions on Pattern Analysis and Machine Intelligence,PP(99),1-1.
MLA	Liu，Risheng,et al."A General Descent Aggregation Framework for Gradient-based Bi-level Optimization".IEEE Transactions on Pattern Analysis and Machine Intelligence PP.99(2022):1-1.