GEAR: On Optimal Decision Making with Auxiliary Data

21 April 2021

Papers citing "GEAR: On Optimal Decision Making with Auxiliary Data"

9 / 9 papers shown

Title
Long-term Causal Inference Under Persistent Confounding via Data Combination Guido Imbens Nathan Kallus Xiaojie Mao Yuhao Wang CML 87 49 0 15 Feb 2022
Learning When-to-Treat Policies Xinkun Nie Emma Brunskill Stefan Wager CML OffRL 72 92 0 23 May 2019
Deep Neural Networks for Estimation and Inference M. Farrell Tengyuan Liang S. Misra BDL 176 255 0 26 Sep 2018
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 447 183 0 09 Feb 2017
Efficient and Adaptive Linear Regression in Semi-Supervised Settings Abhishek Chakrabortty Tianxi Cai 51 78 0 17 Jan 2017
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 352 2,490 0 14 Oct 2015
Performance guarantees for individualized treatment rules Min Qian Susan Murphy 308 558 0 17 May 2011
Doubly Robust Policy Evaluation and Learning Miroslav Dudík John Langford Lihong Li OffRL 343 697 0 23 Mar 2011
Semiparametric efficiency in GMM models with auxiliary data Xiaohong Chen H. Hong Alessandro Tarozzi 629 235 0 01 May 2007