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fairness-variance
fairness-variance PublicStudying model uncertainty and instability for different demographic groups
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RAI-summer-stability
RAI-summer-stability PublicRepository for RAI Summer Academy project titled "Incorporating stability objectives into the design of data-intensive pipelines"
Jupyter Notebook 1
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data-cleaning-stability
data-cleaning-stability PublicStudying the impact of data cleaning techniques on fairness and stability
Jupyter Notebook 1
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fairness-label-noise
fairness-label-noise PublicTesting the effect of label noise as a fairness-enhancing intervention
Python
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nulls-and-stability
nulls-and-stability PublicConnecting data uncertainty with model uncertainty
Jupyter Notebook
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