Search Results for author: Javin Pombra

Found 2 papers, 1 papers with code

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

no code implementations3 Feb 2022 Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu, Himabindu Lakkaraju

To this end, we first conduct interviews with data scientists to understand what constitutes disagreement between explanations generated by different methods for the same model prediction, and introduce a novel quantitative framework to formalize this understanding.

BIG-bench Machine Learning

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