Neural Networks with Causal Graph Constraints: A New Approach for Treatment Effects Estimation

Roger Pros, Jordi Vitrià

In recent years, there has been a growing interest in using machine learning techniques for the estimation of treatment effects. Most of the best-performing methods rely on represe…