2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
NeurIPS 2023poster
We consider a setting where there are $N$ heterogeneous units and $p$ interventions. Our goal is to learn unit-specific potential outcomes for any combination of these $p$ interventions, i.e., $N \times 2^p$ causal parameters. Choosing a combination of interventions is a problem that naturally arise…