Label Noise SGD Provably Prefers Flat Global Minimizers.
Alex DamianTengyu MaJason D. LeePublished in: NeurIPS (2021)
Keyphrases
- label noise
- global minimizers
- active learning
- global minimum
- noise tolerant
- training data
- energy functional
- noise model
- active contours
- piecewise constant
- active contour model
- worst case
- level lines
- multi class
- machine learning
- data sets
- multiple instance learning
- cost function
- variational framework
- computer vision
- level set method
- multiresolution
- evolutionary algorithm
- feature selection