Causality resolves trade-offs in trustworthy AI by treating them as invariance conflicts under different data-generating process changes.
Proceedings of the 2018 International Conference on Management of Data , pages=
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Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution
Causality resolves trade-offs in trustworthy AI by treating them as invariance conflicts under different data-generating process changes.