16 citations · 25 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 9 cited
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms
Myra Cheng, Maria De-Arteaga, Lester Mackey +1
Many modern machine learning algorithms mitigate bias by enforcing fairness constraints across coarsely-defined groups related to a sensitive attribute like gender or race. However…
cs.CL2018★ 16 cited
What are the biases in my word embedding?
Nathaniel Swinger, Maria De-Arteaga, Neil Thomas Heffernan +2
This paper presents an algorithm for enumerating biases in word embeddings. The algorithm exposes a large number of offensive associations related to sensitive features such as rac…