Leilani Gilpin

Guaranteed Optimal Compositional Explanations for Neurons

Compositional explanations are a family of methods that aim to describe the spatial alignment between neurons' receptive field activations and concepts through logical rules, typically computed via a search over all possible concept combinations. Since computing the spatial alignment over the entire…