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pro vyhledávání: '"Höhne, Marina MC"'
The Model Parameter Randomisation Test (MPRT) is widely acknowledged in the eXplainable Artificial Intelligence (XAI) community for its well-motivated evaluative principle: that the explanation function should be sensitive to changes in the parameter
Externí odkaz:
http://arxiv.org/abs/2401.06465
Autor:
Gautam, Srishti, Boubekki, Ahcene, Hansen, Stine, Salahuddin, Suaiba Amina, Jenssen, Robert, Höhne, Marina MC, Kampffmeyer, Michael
The need for interpretable models has fostered the development of self-explainable classifiers. Prior approaches are either based on multi-stage optimization schemes, impacting the predictive performance of the model, or produce explanations that are
Externí odkaz:
http://arxiv.org/abs/2210.08151