14 citations · 21 across the 9 of their papers we have counts for
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cs.LG2021
Teaching Humans When To Defer to a Classifier via Exemplars
Hussein Mozannar, Arvind Satyanarayan, David Sontag
Expert decision makers are starting to rely on data-driven automated agents to assist them with various tasks. For this collaboration to perform properly, the human decision maker…
cs.LG2021
Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior
Angie Boggust, Benjamin Hoover, Arvind Satyanarayan +1
Saliency methods -- techniques to identify the importance of input features on a model's output -- are a common step in understanding neural network behavior. However, interpreting…