Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation

Jianan Chen, Vishwesh Ramanathan, Tony Xu +1

Machine learning models experience deteriorated performance when trained in the presence of noisy labels. This is particularly problematic for medical tasks, such as survival predi…