data privacy 1interoperability 1pipeline design 1software infrastructure 1statistical disclosure control 1synthetic data 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.CO2026
tidysynthesis: a Meta-Package for Synthetic Data Generation
Aaron R. Williams, Jeremy Seeman, Gabriel Morrison
The paper presents tidysynthesis, a meta‑package that provides a unified syntax for building and iterating synthetic data generation pipelines, improving interoperability between m…
cs.HC2024
But Can You Use It? Design Recommendations for Differentially Private Interactive Systems
Liudas Panavas, Joshua Snoke, Erika Tyagi +2
Accessing data collected by federal statistical agencies is essential for public policy research and improving evidence-based decision making, such as evaluating the effectiveness…