Does label smoothing mitigate label noise?

Michal Lukasik, Srinadh Bhojanapalli, Aditya Krishna Menon +1

Label smoothing is commonly used in training deep learning models, wherein one-hot training labels are mixed with uniform label vectors. Empirically, smoothing has been shown to im…