The Fundamental Limits of Structure-Agnostic Functional Estimation

Sivaraman Balakrishnan, Edward H. Kennedy, Larry Wasserman

Many recent developments in causal inference, and functional estimation problems more generally, have been motivated by the fact that classical one-step (first-order) debiasing met…