Fabian Gwinner
Fabian Gwinner
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From Black Box to Glass Box: Evaluating Faithfulness of Process Predictions with GCNNs
In our paper we investigating the capabilities of different explainability methods for GNNs
Myriam Schaschek
,
Fabian Gwinner
,
Benedikt Hein
,
Axel Winkelmann
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Working Paper - Comparing explainability through similarity
In our work, we propose the use of Representational Similarity Analysis (RSA) for explainable AI (XAI) approaches, intending to gain further insights into Machine Learning (ML) models as well as their explanations.
Fabian Gwinner
,
Christoph Tomitza
,
Axel Winkelmann
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