Zexuan Sun

Reliable and Scalable Variable Importance Estimation via Warm-start and Early Stopping

As opaque black-box predictive models such as neural networks become more prevalent, the need to develop interpretations for these models is of great interest. The concept of $\textit{variable importance}$ is an interpretability measure that applies to any predictive model and assesses how much a va…