Adversarial De-confounding in Individualised Treatment Effects Estimation

Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu, David A. Clifton

Abstract: Observational studies have recently received significant attention from the machine learning community due to the increasingly available non-experimental observational data and the limitations of t...