Tony Liu

Hello! My research sits at the intersection of causal inference and machine learning, with a focus on observational methods: how do we build an understanding of the world when we cannot run a randomized experiment?

I develop machine learning approaches that improve observational causal methodology in order to answer causal questions in complex data domains. Alongside my fantastic collaborators, I use these methods across data science applications in public health, social communication, mental wellness, and medicine.