no code implementations • Findings (EMNLP) 2021 • Marcel Robeer, Floris Bex, Ad Feelders
Counterfactuals are a valuable means for understanding decisions made by ML systems.
2 code implementations • 19 Jun 2018 • Jasper van der Waa, Marcel Robeer, Jurriaan van Diggelen, Matthieu Brinkhuis, Mark Neerincx
Recent advances in interpretable Machine Learning (iML) and eXplainable AI (XAI) construct explanations based on the importance of features in classification tasks.
Explainable Artificial Intelligence (XAI) General Classification +1