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Holdout-Based Empirical Assessment of Mixed-Type Synthetic Data

AI-based data synthesis has seen rapid progress over the last several years and is increasingly recognized for its promise to enable privacy-respecting high-fidelity data sharing. This is reflected by the growing availability of both commercial and open-sourced software solutions for synthesizing pr...

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Detalles Bibliográficos
Autores principales: Platzer, Michael, Reutterer, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276128/
https://www.ncbi.nlm.nih.gov/pubmed/34268491
http://dx.doi.org/10.3389/fdata.2021.679939