A density ratio framework for evaluating the utility of synthetic data

Documenti analoghi

• To democratize research with sensitive data, we should make synthetic data more accessible
  di: van Kesteren, Erik-Jan
  Pubblicazione: (2024)
• An evaluation framework for synthetic data generation models
  di: Livieris, Ioannis E., et al.
  Pubblicazione: (2024)
• Synthetic Data Blueprint (SDB): A modular framework for the statistical, structural, and graph-based evaluation of synthetic tabular data
  di: Pezoulas, Vasileios C., et al.
  Pubblicazione: (2025)
• Tidy simulation: Designing robust, reproducible, and scalable Monte Carlo simulations
  di: van Kesteren, Erik-Jan
  Pubblicazione: (2025)
• Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare
  di: Vallevik, Vibeke Binz, et al.
  Pubblicazione: (2024)