Theme: causal-robustness

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Empirical Risk Minimisation's Causal Blindness
2026-05-18
How does the framework of Empirical Risk Minimisation (ERM) mathematically guarantee predictive accuracy within a known data distribution while remaining blind to the stable cause-and-effect relations…