45 citations · 132 across the 7 of their papers we have counts for
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stat.ML2021★ 13 cited
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python
Philipp Bach, Victor Chernozhukov, Malte S. Kurz +1
DoubleML is an open-source Python library implementing the double machine learning framework of Chernozhukov et al. (2018) for a variety of causal models. It contains functionaliti…
stat.ML2021★ 45 cited
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R
Philipp Bach, Victor Chernozhukov, Malte S. Kurz +2
The R package DoubleML implements the double/debiased machine learning framework of Chernozhukov et al. (2018). It provides functionalities to estimate parameters in causal models…
cs.DC2021★ 23 cited
Distributed Double Machine Learning with a Serverless Architecture
Malte S. Kurz
This paper explores serverless cloud computing for double machine learning. Being based on repeated cross-fitting, double machine learning is particularly well suited to exploit th…