2 papers
stat.AP2026
Consistent and scalable detection and comparison of spatial patterns
Jiayu Su, Jun Hou Fung, Haoyu Wang +4
Spatial omics maps molecular features within tissues to study their organization across biological contexts, including disease and development. Interpreting these maps requires dis…
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…