Andrew Bennett

activity

20182023

most citedCHALET: Cornell House Agent Learning Environment

72 citations · 176 across the 14 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

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 $L_{2}$ 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…

Source Condition Double Robust Inference on Functionals of Inverse Problems

Minimax Instrumental Variable Regression and L2​ Convergence Guarantees without Identification or Closedness

Minimax Instrumental Variable Regression and $L_{2}$ Convergence Guarantees without Identification or Closedness