2026
Privacy-Protected Causal Survival Analysis Under Distribution Shift
ICLR 2026poster
Causal inference across multiple data sources can improve the generalizability and reproducibility of scientific findings. However, for time-to-event outcomes, data integration methods remain underdeveloped, especially when populations are heterogeneous and privacy constraints prevent direct data po…