CausalKANs: interpretable treatment effect estimation with Kolmogorov-Arnold networks

Alejandro Almodóvar, Patricia A. Apellániz, Santiago Zazo +1

Deep neural networks achieve state-of-the-art performance in estimating heterogeneous treatment effects, but their opacity limits trust and adoption in sensitive domains such as me…