A Novel Evaluation Metric for Synthetic Data Generation
(2020)
Presentation / Conference Contribution
Galloni, A., Lendák, I., & Horváth, T. (2020, November). A Novel Evaluation Metric for Synthetic Data Generation. Presented at IDEAL 2020: 21st International Conference on Intelligent Data Engineering and Automated Learning, Guimarães, Portugal
Differentially private algorithmic synthetic data generation (SDG) solutions take input datasets Dp consisting of sensitive, private data and generate synthetic data Ds with similar qualities. The importance of such solutions is increasing both becau... Read More about A Novel Evaluation Metric for Synthetic Data Generation.