A Fair Empirical Risk Minimization with Generalized Entropy.
Youngmi JinTae-Jin LeePublished in: CoRR (2022)
Keyphrases
- empirical risk minimization
- uniform convergence
- statistical learning theory
- empirical risk
- vc dimension
- phase transition
- sufficient conditions
- kernel machines
- rates of convergence
- computationally tractable
- decision function
- active learning
- statistical learning
- risk minimization
- constraint satisfaction
- image compression
- supervised learning
- special case