2024
Off-policy estimation with adaptively collected data: the power of online learning
NeurIPS 2024poster
We consider estimation of a linear functional of the treatment effect from adaptively collected data. This problem finds a variety of applications including off-policy evaluation in contextual bandits, and estimation of the average treatment effect in causal inference. While a certain class of augme…