no code implementations • 9 Jul 2021 • Tom Vermeire, Thibault Laugel, Xavier Renard, David Martens, Marcin Detyniecki
Explainability is becoming an important requirement for organizations that make use of automated decision-making due to regulatory initiatives and a shift in public awareness.
no code implementations • 16 Apr 2020 • Tom Vermeire, David Martens
In this paper, SEDC is introduced as a model-agnostic instance-level explanation method for image classification to obtain visual counterfactual explanations.