Minimizing Nonconvex Population Risk from Rough Empirical Risk.
Chi JinLydia T. LiuRong GeMichael I. JordanPublished in: CoRR (2018)
Keyphrases
- empirical risk
- loss function
- risk minimization
- decision function
- ridge regression
- convex optimization problems
- fixed number
- convex optimization
- prediction error
- uniform convergence
- majority vote
- rough sets
- optimization problems
- objective function
- finite dimensional
- pairwise
- learning problems
- learning algorithm
- computational complexity
- support vector