Hong-Ming Chiu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Matrix Completion

Noisy Measurements

Top Venues

Publications

Jialun Zhang, Richard Y. Zhang, Hong-Ming Chiu
Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent. AISTATS (2024)
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)