Linying Yang

Testing Generalizability in Causal Inference

Ensuring robust model performance in diverse real-world scenarios requires addressing generalizability across domains with covariate shifts. However, no formal procedure exists for statistically evaluating generalizability in machine learning algorithms. Existing methods often rely on arbitrary prox