2 papers
stat.ME2023
Multiply Robust Estimator Circumvents Hyperparameter Tuning of Neural Network Models in Causal Inference
Mehdi Rostami, Olli Saarela
Estimation of the Average Treatment Effect (ATE) is often carried out in 2 steps, wherein the first step, the treatment and outcome are modeled, and in the second step the predicti…
stat.ME2022
A Feature Selection Method that Controls the False Discovery Rate
Mehdi Rostami, Olli Saarela
The problem of selecting a handful of truly relevant variables in supervised machine learning algorithms is a challenging problem in terms of untestable assumptions that must hold…