From What Ifs to Insights: Counterfactuals in Causal Inference vs. Explainable AI

Galit Shmueli, David Martens, Jaewon Yoo +1

Counterfactuals play a pivotal role in the two distinct data science fields of causal inference (CI) and explainable artificial intelligence (XAI). While the core idea behind count…