Adrienne Raglin

IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data

Networked observational data presents new opportunities for learning individual causal effects, which plays an indispensable role in decision making. Such data poses the challenge of confounding bias. Previous work presents two desiderata to handle confounding bias. On the treatment group level, we…