On Deep Instrumental Variables Estimate

30 April 2020

Papers citing "On Deep Instrumental Variables Estimate"

9 / 9 papers shown

Title
Minimax optimal high-dimensional classification using deep neural networks Shuoyang Wang Zuofeng Shang 29 3 0 04 Mar 2023
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness Andrew Bennett Nathan Kallus Xiaojie Mao Whitney Newey Vasilis Syrgkanis Masatoshi Uehara 28 14 0 10 Feb 2023
Off-Policy Evaluation for Action-Dependent Non-Stationary Environments Yash Chandak Shiv Shankar Nathaniel D. Bastian Bruno Castro da Silva Emma Brunskil Philip S. Thomas OffRL 34 6 0 24 Jan 2023
Semiparametric Regression for Spatial Data via Deep Learning Kexuan Li Jun Zhu A. Ives V. Radeloff Fangfang Wang 20 8 0 10 Jan 2023
Robust Deep Neural Network Estimation for Multi-dimensional Functional Data Shuoyang Wang Guanqun Cao 3DPC OOD 27 4 0 19 May 2022
Deep Neural Network Classifier for Multi-dimensional Functional Data Shuoyang Wang Guanqun Cao Zuofeng Shang 29 12 0 17 May 2022
Semiparametric proximal causal inference Yifan Cui Hongming Pu Xu Shi Wang Miao E. T. Tchetgen Tchetgen 21 100 0 17 Nov 2020
Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models Jiafeng Chen Daniel L. Chen Greg Lewis CML 25 15 0 12 Nov 2020
Optimal Nonparametric Inference via Deep Neural Network Ruiqi Liu B. Boukai Zuofeng Shang 6 18 0 05 Feb 2019