DoubleMLDeep: Estimation of Causal Effects with Multimodal Data

Sven Klaassen, Jan Teichert-Kluge, Philipp Bach +3

This paper explores the use of unstructured, multimodal data, namely text and images, in causal inference and treatment effect estimation. We propose a neural network architecture…