most citedEmpirical Risk Minimization with Relative Entropy Regularization

14 citations

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2 papers

math.ST2022★ 14 cited

Empirical Risk Minimization with Relative Entropy Regularization

Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola +2

The empirical risk minimization (ERM) problem with relative entropy regularization (ERM-RER) is investigated under the assumption that the reference measure is a -finite measure…

eess.SY2022

Stealth Data Injection Attacks with Sparsity Constraints

Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza +1

Sparse stealth attack constructions that minimize the mutual information between the state variables and the observations are proposed. The attack construction is formulated as the…