Challenges of Using Text Classifiers for Causal Inference

1 October 2018

Papers citing "Challenges of Using Text Classifiers for Causal Inference"

5 / 5 papers shown

Title
Controlling for Unobserved Confounds in Classification Using Correlational Constraints Virgile Landeiro A. Culotta 37 6 0 05 Mar 2017
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 346 2,484 0 14 Oct 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 264 6,107 0 04 Sep 2015
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls" A. Belloni Victor Chernozhukov Christian B. Hansen 260 1,402 0 27 May 2013
On Measurement Bias in Causal Inference Judea Pearl CML 66 113 0 15 Mar 2012