Unifying Model Explainability and Robustness via Machine-Checkable Concepts

Vedant Nanda, Till Speicher, John P. Dickerson +2

As deep neural networks (DNNs) get adopted in an ever-increasing number of applications, explainability has emerged as a crucial desideratum for these models. In many real-world ta…