Biagio La Rosa

Towards a fuller understanding of neurons with Clustered Compositional Explanations

2023 · arXiv (Cornell University)

Compositional Explanations is a method for identifying logical formulas of concepts that approximate the neurons' behavior. However, these explanations are linked to the small spectrum of neuron activations (i.e., the highest ones) used to check …