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equal_opportunity fairness notion is added #444

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@minasmz minasmz commented Feb 8, 2023

"equal_opportunity" fairness notion is added as described in the "Mitigating Unwanted Biases with Adversarial Learning" paper. In this case, the adversary is only trained on positive (label=1) data points.

Also, you are able to save and restore the trained model in this new code.

Signed-off-by: Mina Samizadeh mina.smz2016@gmail.com

"equal_opportunity" fairness notion is added as described in the "Mitigating Unwanted Biases with Adversarial Learning" paper. In this case, the adversary is only trained on positive (label=1) data points.

Signed-off-by: Mina Samizadeh <mina.smz2016@gmail.com>
Signed-off-by: Mina Samizadeh <mina.smz2016@gmail.com>
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