Data Curation Science Is Nascent

The science of data curation and analysis—identifying gaps and holes in the data distribution and ensuring it represents the distribution to be learned—is still nascent; tricks like overweighting or replaying parts of data, or targeting synthetic generation at identified gaps, can address fairness, bias, and coverage.