Part V · Chapter 50Version 1.1 · 5 November 202628 min read
Fairness-Aware Data Generation
Key message
Synthetic or counterfactual records can close representation gaps and weaken associations that reweighting and transformation cannot reach, but synthetic data is not fair, private or realistic by construction: each property must be specified, enforced and verified on real data.
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