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Found 3 papers, 1 papers with code
Ensuring Fairness Beyond the Training Data
In this work, we develop classifiers that are fair not only with respect to the training distribution, but also for a class of distributions that are weighted perturbations of the training samples.
Ten Research Challenge Areas in Data Science
Although data science builds on knowledge from computer science, mathematics, statistics, and other disciplines, data science is a unique field with many mysteries to unlock: challenging scientific questions and pressing questions of societal importance.
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