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Fairness postprocessing technique requires complete nn output #28

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simoneminisi opened this issue Oct 20, 2023 · 0 comments
Open

Fairness postprocessing technique requires complete nn output #28

simoneminisi opened this issue Oct 20, 2023 · 0 comments

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@simoneminisi
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Some fairness postprocessing techniques (https://doi.org/10.48550/arXiv.1906.05082) require processing the entire output of the neural network. This can be problematic when the dataset is handled by a dataloader which is processed in batches (e.g., in the Accuracy metric class).

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