Carina Newen

According to our database, Carina Newen authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Uncertainty Awareness and Trust in Explainable AI- On Trust Calibration using Local and Global Explanations.

Carina Newen, Daniel Bodemer, Sonja Glantz, Emmanuel Müller, Magdalena Wischnewski, Lenka Schnaubert

CoRR, September, 2025

Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI.

Carina Newen, Luca Hinkamp, Maria Ntonti, Emmanuel Müller

CoRR, May, 2025

Certainty Attacks Using Explainability Preprocessing.

Carina Newen, Sofia Vergara Puccini, Emmanuel Müller

Proceedings of the Big Data Analytics and Knowledge Discovery, 2025

2023

On the Independence of Adversarial Transferability to Topological Changes in the Dataset.

Carina Newen, Emmanuel Müller

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Unsupervised DeepView: Global Uncertainty Visualization for High Dimensional Data.

Carina Newen, Emmanuel Müller

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Unsupervised DeepView: Global Explainability of Uncertainties for High Dimensional Data.

Carina Newen, Emmanuel Müller

Proceedings of the IEEE International Conference on Knowledge Graph, 2022