Explaining Deep Learning with Background Knowledge (XBack)

Using structured background knowledge to explain deep learning model behavior.

Investigating how structured background knowledge — expressed as knowledge graphs and ontologies — can be used to explain the internal behavior and predictions of deep learning models.

Institution: University of Hartford · Role: Researcher · Timeline: August 2021 – 2023