🏢 Indian Institute of Technology Hyderabad
Detecting and Measuring Confounding Using Causal Mechanism Shifts
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AI Theory
Causality
🏢 Indian Institute of Technology Hyderabad
This paper proposes novel measures to detect and quantify confounding biases from observational data using causal mechanism shifts, even with unobserved confounders.