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Kuangyu Ding
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Global Optimization
Deep Learning
Decomposition Methods
Augmented Lagrangian
Top Venues
CoRR
Comput. Optim. Appl.
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Publications
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Nachuan Xiao
,
Kuangyu Ding
,
Xiaoyin Hu
,
Kim-Chuan Toh
Developing Lagrangian-based Methods for Nonsmooth Nonconvex Optimization.
CoRR
(2024)
Kuangyu Ding
,
Jingyang Li
,
Kim-Chuan Toh
Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning.
CoRR
(2023)
Kuangyu Ding
,
Nachuan Xiao
,
Kim-Chuan Toh
Adam-family Methods with Decoupled Weight Decay in Deep Learning.
CoRR
(2023)
Kuangyu Ding
,
Xin Yee Lam
,
Kim-Chuan Toh
On proximal augmented Lagrangian based decomposition methods for dual block-angular convex composite programming problems.
Comput. Optim. Appl.
86 (1) (2023)