Smoothed Elicitation Complexity for Approximate $\Gamma$-calibration of Discrete Classification Tasks

Jessica Finocchiaro, Victor Ganson, Drona Khurana

One prominent method of evaluating machine learning model trustworthiness is the notion of calibration. In the binary outcome setting, a probabilistic predictor is calibrated if ou…