SoftECE

New SMART method improves neural network calibration and uncertainty quantification

Researchers have developed a new method called Sample Margin-Aware Recalibration of Temperature (SMART) to improve the calibration of neural networks. Current methods either apply uniform adjustments, leading to bias, o…