4 citations · 5 across the 3 of their papers we have counts for
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cs.LG2024
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making
Drago Plecko, Elias Bareinboim
Investigating fairness and equity of automated systems has become a critical field of inquiry. Most of the literature in fair machine learning focuses on defining and achieving fai…
cs.LG2022★ 4 cited
Sequential Causal Imitation Learning with Unobserved Confounders
Daniel Kumor, Junzhe Zhang, Elias Bareinboim
"Monkey see monkey do" is an age-old adage, referring to naïve imitation without a deep understanding of a system's underlying mechanics. Indeed, if a demonstrator has access to in…