Chirag Agarwal

A Tale Of Two Long Tails

2021 · arXiv (Cornell University)

As machine learning models are increasingly employed to assist human decision-makers, it becomes critical to communicate the uncertainty associated with these model predictions. However, the majority of work on uncertainty has focused on traditional probabilistic …