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Fairness-Driven Private Collaborative Machine Learning
The performance of machine learning algorithms can be considerably improved when trained over larger datasets.
Algorithmic Fairness
The paper begins by discussing the causes of algorithmic bias and unfairness and the common definitions and measures for fairness.
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