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Synthetic data augmentation can boost classification accuracy in satellite imagery analysis of war-damaged agricultural fields by up to 4% and improve recall for critical underrepresented classes.
Ditch the cross-world counterfactuals: Sequential Transport offers a DAG-aware, optimal transport approach to causal mediation analysis, providing deterministic counterfactual mediators and fine-grained attribution.
