Transfer Learning for Estimating Causal Effects using Neural Networks

no code implementations • 23 Aug 2018 • Sören R. Künzel, Bradly C. Stadie, Nikita Vemuri, Varsha Ramakrishnan, Jasjeet S. Sekhon, Pieter Abbeel

We develop new algorithms for estimating heterogeneous treatment effects, combining recent developments in transfer learning for neural networks with insights from the causal inference literature.

Causal Inference Transfer Learning