2 papers
cs.CY2025
Smart Metadata in Action: The Social Impact Data Commons
Joanna Schroeder, Alan Wang, Kathryn Linehan +2
This article describes the use of metadata and standards in the Social Impact Data Commons to expose official statisticians to an innovative project built on actionable and evaluab…
math.NA2025
CUR Matrix Approximation through Convex Optimization for Feature Selection
Kathryn Linehan, Radu Balan
The singular value decomposition (SVD) is commonly used in applications requiring a low rank matrix approximation. However, the singular vectors cannot be interpreted in terms of t…