Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics
Author:
Affiliation:
1. Centre for the Science of Learning & Technology (SLATE), University of Bergen, Norway
2. University of Belgrade, Serbia and Centre for the Science of Learning & Technology (SLATE), University of Bergen, Norway
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3636555.3636921
Reference58 articles.
1. A survey on data‐efficient algorithms in big data era
2. Martin Arjovsky Soumith Chintala and Léon Bottou. 2017. Wasserstein Generative Adversarial Networks. Retrieved from http://proceedings.mlr.press/v70/arjovsky17a/arjovsky17a.pdf
3. Machine learning models trained on synthetic datasets of multiple sample sizes for the use of predicting blood pressure from clinical data in a national dataset
4. Protecting Student Privacy with Synthetic Data from Generative Adversarial Networks
5. The Role of a Reference Synthetic Data Generator within the Field of Learning Analytics.
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