#fairness-in-machine-learning

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Data science
fromHackernoon
4 months ago

How to Reduce Majority Bias in AI Models | HackerNoon

This work explores the inductive biases of fair learning algorithms and proposes a robust optimization scheme to enhance demographic parity.
fromHackernoon
4 months ago

How to Test for AI Fairness | HackerNoon

In our experiments, we attempted the following standard datasets in the machine learning literature to assess the effectiveness of DP-based Fair Learning.
Data science
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