2 papers
cs.LG2025
Position: Untrained Machine Learning for Anomaly Detection by using 3D Point Cloud Data
Juan Du, Dongheng Chen
Anomaly detection based on 3D point cloud data is an important research problem and receives more and more attention recently. Untrained anomaly detection based on only one sample…
stat.ME2023
Interpretation and visualization of distance covariance through additive decomposition of correlations formula
Andi Wang, Hao Yan, Juan Du
Distance covariance is a widely used statistical methodology for testing the dependency between two groups of variables. Despite the appealing properties of consistency and superio…