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Empirical Risk Minimization With Relative Entropy Regularization.
Samir M. Perlaza
Gaetan Bisson
Iñaki Esnaola
Alain Jean-Marie
Stefano Rini
Published in:
IEEE Trans. Inf. Theory (2024)
Keyphrases
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empirical risk minimization
relative entropy
information theoretic
uniform convergence
statistical learning theory
vc dimension
information theory
mutual information
covariance matrix
kullback leibler divergence
bregman divergences
active learning
maximum entropy
learning theory
cost sensitive