Interpretability Guarantees with Merlin-Arthur Classifiers

1 code implementation • 1 Jun 2022 • Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta

We propose an interactive multi-agent classifier that provides provable interpretability guarantees even for complex agents such as neural networks.

Feature Correlation