2024
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
NeurIPS 2024spotlight
Many practical problems involve estimating low dimensional statistical quantities with high-dimensional models and datasets. Several approaches address these estimation tasks based on the theory of influence functions, such as debiased/double ML or targeted minimum loss estimation. We introduce \tex…