Search Results for author: Matthew Nazari

Found 1 papers, 0 papers with code

Consistent Explanations in the Face of Model Indeterminacy via Ensembling

no code implementations9 Jun 2023 Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju

This work addresses the challenge of providing consistent explanations for predictive models in the presence of model indeterminacy, which arises due to the existence of multiple (nearly) equally well-performing models for a given dataset and task.

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