AINeutralarXiv – CS AI · 7h ago6/10
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Formalizing and falsifying causal pathways of rare events
Researchers formalize causal pathway analysis for rare events in structural equation models, proposing testable implications that depend on causal abstractions rather than complete system graphs. This work bridges verbal explanations and rigorous causal modeling, enabling root cause analysis of outliers with reduced computational complexity.