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Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias
We simulate AR interventions by curating representative training batches for stochastic gradient descent to demonstrate how AR can improve upon the unfairnesses of models and data ecosystems subject to other MIDS.
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