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Hong T. M. Chu
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Proximal Point Algorithm
Top Venues
CoRR
J. Mach. Learn. Res.
Comput. Optim. Appl.
J. Sci. Comput.
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Publications
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Lei Yang
,
Ling Liang
,
Hong T. M. Chu
,
Kim-Chuan Toh
A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-Quadratic Regularized Optimal Transport Problems.
J. Sci. Comput.
99 (3) (2024)
Hong T. M. Chu
,
Subhro Ghosh
,
Chi Thanh Lam
,
Soumendu Sundar Mukherjee
Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing.
CoRR
(2024)
Hong T. M. Chu
,
Ling Liang
,
Kim-Chuan Toh
,
Lei Yang
An efficient implementable inexact entropic proximal point algorithm for a class of linear programming problems.
Comput. Optim. Appl.
85 (1) (2023)
Hong T. M. Chu
,
Kim-Chuan Toh
,
Yangjing Zhang
On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations.
J. Mach. Learn. Res.
23 (2022)