h-calibration: Rethinking Classifier Recalibration with Probabilistic Error-Bounded Objective

Wenjian Huang, Guiping Cao, Jiahao Xia +3

Deep neural networks have demonstrated remarkable performance across numerous learning tasks but often suffer from miscalibration, resulting in unreliable probability outputs. This…