Targeted Deep Architectures: A TMLE-Based Framework for Robust Causal Inference in Neural Networks

Yi Li, David Mccoy, Nolan Gunter +3

Modern deep neural networks are powerful predictive tools yet often lack valid inference for causal parameters, such as treatment effects or entire survival curves. While framework…