2 papers
cs.AI2025
Uncertainty Awareness and Trust in Explainable AI- On Trust Calibration using Local and Global Explanations
Carina Newen, Daniel Bodemer, Sonja Glantz +3
Explainable AI has become a common term in the literature, scrutinized by computer scientists and statisticians and highlighted by psychological or philosophical researchers. One m…
cs.CV2025
Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI
Carina Newen, Luca Hinkamp, Maria Ntonti +1
From uncertainty quantification to real-world object detection, we recognize the importance of machine learning algorithms, particularly in safety-critical domains such as autonomo…