most citedSource Condition Double Robust Inference on Functionals of Inverse Problems

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2023★ 1 cited

Source Condition Double Robust Inference on Functionals of Inverse Problems

Andrew Bennett, Nathan Kallus, Xiaojie Mao +3

We consider estimation of parameters defined as linear functionals of solutions to linear inverse problems. Any such parameter admits a doubly robust representation that depends on…

stat.ML2023

Minimax Instrumental Variable Regression and Convergence Guarantees without Identification or Closedness

Andrew Bennett, Nathan Kallus, Xiaojie Mao +3

In this paper, we study nonparametric estimation of instrumental variable (IV) regressions. Recently, many flexible machine learning methods have been developed for instrumental va…