Using machine learning to improve causal inference in experiments
Big Data, Analytics & Artificial Intelligence Theatre
Big Data & Analytics
Contrary to what some would have you believe, machine learning and causal inference are friends, not foes. In this session, I’ll talk about the exciting new developments in causal inference and machine learning that enable us to gain more insights from experimental and observational data. I will discuss case studies of how we have used these methods at Uber to understand whether, why and to whom the ideas we test are working.