3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.AI2024
Generative Models, Humans, Predictive Models: Who Is Worse at High-Stakes Decision Making?
Keri Mallari, Julius Adebayo, Kori Inkpen +3
Despite strong advisory against it, large generative models (LMs) are already being used for decision making tasks that were previously done by predictive models or humans. We put…
cs.LG2023★ 3 cited
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…