Hugh Chen

Explaining a Series of Models by Propagating Shapley Values

2021 · arXiv (Cornell University)

Local feature attribution methods are increasingly used to explain complex machine learning models. However, current methods are limited because they are extremely expensive to compute or are not capable of explaining a distributed series of …