64 citations · 65 across the 4 of their papers we have counts for
4 papers
Uncertainty Quantification of Spectral Estimator and MLE for Orthogonal Group Synchronization
Ziliang Samuel Zhong, Shuyang Ling
Orthogonal group synchronization aims to recover orthogonal group elements from their noisy pairwise measurements. It has found numerous applications including computer vision, ima…
Bridging Domains with Approximately Shared Features
Ziliang Samuel Zhong, Xiang Pan, Qi Lei
Multi-source domain adaptation aims to reduce performance degradation when applying machine learning models to unseen domains. A fundamental challenge is devising the optimal strat…
Improved theoretical guarantee for rank aggregation via spectral method
Ziliang Samuel Zhong, Shuyang Ling
Given pairwise comparisons between multiple items, how to rank them so that the ranking matches the observations? This problem, known as rank aggregation, has found many applicatio…
Cancer image classification based on DenseNet model
Ziliang Zhong, Muhang Zheng, Huafeng Mai +2
Computer-aided diagnosis establishes methods for robust assessment of medical image-based examination. Image processing introduced a promising strategy to facilitate disease classi…