244 citations · 405 across the 18 of their papers we have counts for
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cs.LG2022
Fair Inference for Discrete Latent Variable Models
Rashidul Islam, Shimei Pan, James R. Foulds
It is now well understood that machine learning models, trained on data without due care, often exhibit unfair and discriminatory behavior against certain populations. Traditional…
cs.LG2018★ 3 cited
Bayesian Modeling of Intersectional Fairness: The Variance of Bias
James Foulds, Rashidul Islam, Kamrun Keya +1
Intersectionality is a framework that analyzes how interlocking systems of power and oppression affect individuals along overlapping dimensions including race, gender, sexual orien…