Empirical Risk Minimization with Generalized Relative Entropy Regularization.
Samir M. PerlazaGaetan BissonIñaki EsnaolaAlain Jean-MarieStefano RiniPublished in: CoRR (2022)
Keyphrases
- relative entropy
- empirical risk minimization
- information theoretic
- log likelihood
- information theory
- statistical learning theory
- uniform convergence
- mutual information
- vc dimension
- bregman divergences
- covariance matrix
- support vector machine
- kullback leibler divergence
- upper bound
- maximum entropy
- decision trees
- knn
- special case
- risk minimization
- lower bound