Explaining image classifiers using statistical fault localization
The black-box nature of deep neural networks (DNNs) makes it impossible to understand why a particular output is produced, creating demand for “Explainable AI”. In this paper, we show that statistical fault localization (SFL) techniques from software engineering deliver high quality explanations of...
| Հիմնական հեղինակներ: | , , , |
|---|---|
| Ձևաչափ: | Conference item |
| Լեզու: | English |
| Հրապարակվել է: |
Springer
2020
|