Synthetic Dataset Generation for Fairer Unfairness Research

Author:

Jiang Lan1ORCID,Belitz Clara1ORCID,Bosch Nigel1ORCID

Affiliation:

1. School of Information Sciences, University of Illinois Urbana-Champaign, USA

Funder

National Science Foundation

Publisher

ACM

Reference80 articles.

1. John M. Abowd and Lars Vilhuber. 2008. How protective are synthetic data?. In Privacy in Statistical Databases: UNESCO Chair in Data Privacy International Conference, PSD 2008, Istanbul, Turkey, September 24-26, 2008. Proceedings. Springer, Springer, Heidelberg, 239–246.

2. Ricardo Aguiar and MTAG Collares-Pereira. 1992. TAG: a time-dependent, autoregressive, Gaussian model for generating synthetic hourly radiation. Solar energy 49, 3 (1992), 167–174.

3. Generating synthetic data in finance

4. Off-task behavior in the cognitive tutor classroom

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