Label Noise SGD Provably Prefers Flat Global Minimizers.
Alex DamianTengyu MaJason D. LeePublished in: CoRR (2021)
Keyphrases
- label noise
- global minimizers
- active learning
- global minimum
- noise tolerant
- training data
- noise model
- active contour model
- active contours
- level lines
- piecewise constant
- worst case
- cost function
- data sets
- energy functional
- multiple instance learning
- variational framework
- maximum likelihood
- level set
- training set
- image segmentation