Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach.
Jerzy BlaszczynskiYoshifumi KusunokiMasahiro InuiguchiRoman SlowinskiPublished in: RSFDGrC (2015)
Keyphrases
- empirical risk minimization
- statistical learning theory
- uniform convergence
- generalization bounds
- empirical risk
- rates of convergence
- decision rules
- computationally tractable
- vc dimension
- learning problems
- phase transition
- generalization ability
- model selection
- compression scheme
- learning rate
- reproducing kernel hilbert space