research
∙
07/11/2022
Documenting Data Production Processes: A Participatory Approach for Data Work
The opacity of machine learning data is a significant threat to ethical ...
share
research
∙
05/24/2022
The Data-Production Dispositif
Machine learning (ML) depends on data to train and verify models. Very o...
research
∙
09/16/2021
Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power?
Research in machine learning (ML) has primarily argued that models train...
research
∙
05/23/2021
Wisdom for the Crowd: Discoursive Power in Annotation Instructions for Computer Vision
Developers of computer vision algorithms outsource some of the labor inv...
research
∙
07/29/2020