Code for Batch Mode Active Learning for Individual Treatment Effect Estimation - Zoltan Puha, Maurits Kaptein and Aurelie Lemmens, IncrLearn @ ICDM 2020.
This repo contains code to run the B-EMCMITE algorithm presented in the paper.
There are two main functions:
dgp creates different datasets
af runs the acquisition function.
A full Active Learning procedure can be seen in
vignettes/emcite.Rmd (with all the helping functions)
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