2024
Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing
ICLR 2024poster
Calibration measures and reliability diagrams are two fundamental tools for measuring and interpreting the calibration of probabilistic predictors. Calibration measures quantify the degree of miscalibration, and reliability diagrams visualize the structure of this miscalibration. However, the most c…