Excess risk bounds in robust empirical risk minimization.
Stanislav MinskerTimothée MathieuPublished in: CoRR (2019)
Keyphrases
- risk bounds
- empirical risk minimization
- data dependent
- statistical learning theory
- uniform convergence
- computationally tractable
- empirical risk
- vc dimension
- learning algorithm
- phase transition
- rates of convergence
- pairwise
- machine learning
- stochastic processes
- real valued
- risk minimization
- training examples
- training data