13 citations · 15 across the 3 of their papers we have counts for
3 papers
stat.ME2023
A Causal Framework for Decomposing Spurious Variations
Drago Plecko, Elias Bareinboim
One of the fundamental challenges found throughout the data sciences is to explain why things happen in specific ways, or through which mechanisms a certain variable exerts inf…
cs.AI2023★ 2 cited
Causal Fairness for Outcome Control
Drago Plecko, Elias Bareinboim
As society transitions towards an AI-based decision-making infrastructure, an ever-increasing number of decisions once under control of humans are now delegated to automated system…
cs.AI2022★ 13 cited
Causal Fairness Analysis
Drago Plecko, Elias Bareinboim
Decision-making systems based on AI and machine learning have been used throughout a wide range of real-world scenarios, including healthcare, law enforcement, education, and finan…