The Landscape of Non-convex Empirical Risk with Degenerate Population Risk.
Shuang LiGongguo TangMichael B. WakinPublished in: NeurIPS (2019)
Keyphrases
- empirical risk
- risk minimization
- loss function
- decision function
- majority vote
- ridge regression
- prediction error
- fixed number
- convex optimization problems
- uniform convergence
- convex optimization
- finite dimensional
- image classification
- motion estimation
- pairwise
- generalization error
- machine learning
- logistic regression