Selective prediction-set models with coverage guarantees

Jean Feng, Arjun Sondhi, Jessica Perry +1

Though black-box predictors are state-of-the-art for many complex tasks, they often fail to properly quantify predictive uncertainty and may provide inappropriate predictions for u…