1.4k citations · 3.1k across the 30 of their papers we have counts for
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cs.CV2023★ 1 cited
Extending Explainable Boosting Machines to Scientific Image Data
Daniel Schug, Sai Yerramreddy, Rich Caruana +2
As the deployment of computer vision technology becomes increasingly common in science, the need for explanations of the system and its output has become a focus of great concern.…
cs.LG2023★ 18 cited
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse
Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana +1
Machine learning (ML) recourse techniques are increasingly used in high-stakes domains, providing end users with actions to alter ML predictions, but they assume ML developers unde…