Interpretable explanations of black boxes by meaningful perturbation

As machine learning algorithms are increasingly applied to high impact yet high risk tasks, such as medical diagnosis or autonomous driving, it is critical that researchers can explain how such algorithms arrived at their predictions. In recent years, a number of image saliency methods have been dev...

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Bibliografske podrobnosti
Main Authors: Fong, RC, Vedaldi, A
Format: Conference item
Jezik:English
Izdano: IEEE 2017