Alexander D’Amour

causal inference (5) proxy variable (3) domain adaptation (2) distribution shift (2) unobserved confounding (2) latent variable (1) partial identification (1) treatment effect (1) robust generalization (1) causal identification (1) latent subgroup shift (1) concept variable (1) latent confounder (1) proximal causal learning (1) multi-cause approach (1) negative control (1) shortcut learning (1) bayesian inference (1) unsupervised domain adaptation (1) covariate shift (1)