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Hong-Ming Chiu
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Semidefinite
Top Venues
CoRR
ICML
NeurIPS
EUSIPCO
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Publications
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Gavin Zhang
,
Hong-Ming Chiu
,
Richard Y. Zhang
Fast and Minimax Optimal Estimation of Low-Rank Matrices via Non-Convex Gradient Descent.
CoRR
(2023)
Hong-Ming Chiu
,
Richard Y. Zhang
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations.
ICML
(2023)
Gavin Zhang
,
Hong-Ming Chiu
,
Richard Y. Zhang
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion.
CoRR
(2022)
Hong-Ming Chiu
,
Richard Y. Zhang
Overcoming the Convex Relaxation Barrier for Neural Network Verification via Nonconvex Low-Rank Semidefinite Relaxations.
CoRR
(2022)
Jialun Zhang
,
Hong-Ming Chiu
,
Richard Y. Zhang
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion.
NeurIPS
(2022)
Hong-Ming Chiu
,
Carrson C. Fung
,
Antonio Ortega
Graph Learning and Augmentation Based Interpolation of Signal Strength for Location-Aware Communications.
EUSIPCO
(2020)