2 papers
stat.AP2026
On the consistent and scalable detection of spatial patterns
Jiayu Su, Jun Hou Fung, Haoyu Wang +3
Detecting spatial patterns is fundamental to scientific discovery, yet current methods lack statistical consensus and face computational barriers when applied to large-scale spatia…
stat.ML2024
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
Jiayu Su, David A. Knowles, Raul Rabadan
The success of machine learning models relies heavily on effectively representing high-dimensional data. However, ensuring data representations capture human-understandable concept…