2026
SAMPLE WEIGHT AVERAGING FOR STABLE PREDICTION
ICASSP 2026poster
The challenge of Out-of-Distribution (OOD) generalization poses a foundational concern for the application of machine learning algorithms to risk-sensitive areas. Inspired by traditional importance weighting and propensity weighting methods, prior approaches employ an independence-based sample rewei…