TLDR Tech / Data
Auditing Model Bias with Balanced Datasets with Mimesis
The Mimesis library can create synthetic, balanced counterfactual datasets to test whether a model contains hidden bias, such as gender, age, or ethnicity, while keeping other features consistent. This helps teams measure prediction changes and detect unwanted bias in a safe, privacy-preserving way.
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