The Impact of Concept Explanations and Interventions on Human-Machine Collaboration

Jack Furby, Dan Cunnington, Dave Braines +1

Deep Neural Networks (DNNs) are often considered black boxes due to their opaque decision-making processes. To reduce their opacity Concept Models (CMs), such as Concept Bottleneck…