Error Discovery by Clustering Influence Embeddings

Fulton Wang, Julius Adebayo, Sarah Tan +2

We present a method for identifying groups of test examples -- slices -- on which a model under-performs, a task now known as slice discovery. We formalize coherence -- a requireme…