Position Paper: Bridging the Gap Between Machine Learning and Sensitivity Analysis

Christian A. Scholbeck, Julia Moosbauer, Giuseppe Casalicchio +3

We argue that interpretations of machine learning (ML) models or the model-building process can be seen as a form of sensitivity analysis (SA), a general methodology used to explai…