A Critical Field Guide for Working with Machine Learning Datasets

Sarah Ciston, Mike Ananny, Kate Crawford

Machine learning datasets are powerful but unwieldy. Despite the fact that large datasets commonly contain problematic material--whether from a technical, legal, or ethical perspec…