Hannes Leitgeb

Explaining Neural Networks with Reasons

2025 · arXiv (Cornell University)

We propose a new interpretability method for neural networks, which is based on a novel mathematico-philosophical theory of reasons. Our method computes a vector for each neuron, called its reasons vector. We then can compute …