298 citations · 777 across the 10 of their papers we have counts for
Showing cs.CYShow all
3 papers · 1 filter
cs.CY2020★ 36 cited
Against Scale: Provocations and Resistances to Scale Thinking
Alex Hanna, Tina M. Park
At the heart of what drives the bulk of innovation and activity in Silicon Valley and elsewhere is scalability. This unwavering commitment to scalability -- to identify strategies…
cs.CY2020★ 53 cited
Bringing the People Back In: Contesting Benchmark Machine Learning Datasets
Remi Denton, Alex Hanna, Razvan Amironesei +3
In response to algorithmic unfairness embedded in sociotechnical systems, significant attention has been focused on the contents of machine learning datasets which have revealed bi…
cs.CY2019★ 298 cited
Towards a Critical Race Methodology in Algorithmic Fairness
Alex Hanna, Emily Denton, Andrew Smart +1
We examine the way race and racial categories are adopted in algorithmic fairness frameworks. Current methodologies fail to adequately account for the socially constructed nature o…