9 citations · 18 across the 14 of their papers we have counts for
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cs.CV2021★ 1 cited
A Tale Of Two Long Tails
Daniel D'souza, Zach Nussbaum, Chirag Agarwal +1
As machine learning models are increasingly employed to assist human decision-makers, it becomes critical to communicate the uncertainty associated with these model predictions. Ho…
cs.CV2020★ 7 cited
Estimating Example Difficulty Using Variance of Gradients
Chirag Agarwal, Daniel D'souza, Sara Hooker
In machine learning, a question of great interest is understanding what examples are challenging for a model to classify. Identifying atypical examples ensures the safe deployment…