Part III · Chapter 31Version 1.2 · 5 November 202637 min read
Building Causal Models for Bias Detection
Key message
A causal model turns assumptions about how bias arises into an explicit graph and set of equations that can be criticized, tested against data and used to locate the pathways a fairness intervention must change.
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