Michael A. Specter

Explaining Explanations: An Approach to Evaluating Interpretability of Machine Learning

2018 · arXiv (Cornell University)

There has recently been a surge of work in explanatory artificial intelligence (XAI). This research area tackles the important problem that complex machines and algorithms often cannot provide insights into their behavior and thought processes. …