Sophie Burkhardt

Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

2021 · Frontiers in Artificial Intelligence

Classification approaches that allow to extract logical rules such as decision trees are often considered to be more interpretable than neural networks. Also, logical rules are comparatively easy to verify with any possible input. This …