On the use of cross-fitting in causal machine learning with correlated units

Salvador V. Balkus, Hasan Laith, Nima S. Hejazi

In causal machine learning, the fitting and evaluation of nuisance models are often performed on separate partitions, or folds, of the observed data. This technique, called cross-f…