Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs

Harini Suresh, Kathleen M. Lewis, John V. Guttag +1

Interpretability methods aim to help users build trust in and understand the capabilities of machine learning models. However, existing approaches often rely on abstract, complex v…