Class Adaptive Conformal Training

Badr-Eddine Marani, Julio Silva-Rodriguez, Ismail Ben Ayed +3

Deep neural networks have achieved remarkable success across a variety of tasks, yet they often suffer from unreliable probability estimates. As a result, they can be overconfident…