Zheyan Shen

domain generalization (5) out-of-distribution generalization (4) stable learning (3) causal inference (3) distribution shift (3) sample reweighting (2) covariate-shift generalization (2) distributional shift (2) latent heterogeneity (2) invariant learning (2) deep learning (1) empirical risk minimization (1) covariate shift (1) linear prediction (1) importance weighting (1) generalization bound (1) uncertainty set (1) counterfactual prediction (1) spurious correlation (1) sparsity constraint (1)