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Hong-Ming Chiu
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Year
Accelerating sgd for highly ill-conditioned huge-scale online matrix completion
J Zhang, HM Chiu, RY Zhang
Advances in Neural Information Processing Systems 35, 37549-37562, 2022
92022
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations
HM Chiu, RY Zhang
32023
Graph learning and augmentation based interpolation of signal strength for location-aware communications
HM Chiu, CC Fung, A Ortega
2020 28th European Signal Processing Conference (EUSIPCO), 2150-2154, 2021
32021
Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent
J Zhang, RY Zhang, HM Chiu
International Conference on Artificial Intelligence and Statistics, 3772-3780, 2024
22024
Fast and Minimax Optimal Estimation of Low-Rank Matrices via Non-Convex Gradient Descent.
G Zhang, HM Chiu, RY Zhang
arXiv preprint arXiv:2305.17224, 2023
12023
Well-conditioned Primal-Dual Interior-point Method for Accurate Low-rank Semidefinite Programming
HM Chiu, RY Zhang
arXiv preprint arXiv:2407.14013, 2024
2024
Run Time Adaptive Network Slimming for Mobile Environments
HM Chiu, KC Lin, TS Chang
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2019
2019
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Articles 1–7