2025
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates
AAAI 2025technical
In an era where diverse and complex data are increasingly accessible, the precise prediction of individual treatment effects (ITE) becomes crucial across fields such as healthcare, economics, and social policy. Current state-of-the-art approaches, while providing valid prediction intervals through C…