Journal ArticlePhilosophy of Science · January 1, 2025
Some authors maintain that we can use causal Bayes nets to infer whether X →Y or X ←Y by consulting a probability distribution defined over some exogenous source of variation for X or Y. We raise a problem for this approach. Specifically, we point out that ...
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Journal ArticleAnalysis United Kingdom · October 1, 2024
There is a theorem that shows that it is impossible for an algorithm to jointly satisfy the statistical fairness criteria of Calibration and Equalized Odds non-trivially. But what about the recently advocated alternative to Calibration, Base Rate Tracking? ...
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