2020
Efficient nonparametric statistical inference on population feature importance using Shapley values
ICML 2020poster
The true population-level importance of a variable in a prediction task provides useful knowledge about the underlying data-generating mechanism and can help in deciding which measurements to collect in subsequent experiments. Valid statistical inference on this importance is a key component in unde…