"au:"Samir M. Perlaza"" — arXiv2 Search

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"au:"Samir M. Perlaza"" — arXiv2 Search

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Apr 22, 2026Decentralized Machine Learning with Centralized Performance Guarantees via Gibbs Algorithms Jan 19, 2026Empirical Risk Minimization with $f$-Divergence Regularization Aug 5, 2025A Dual Optimization View to Empirical Risk Minimization with f-Divergence Regularization Feb 20, 2025Generalization Error of $f$-Divergence Stabilized Algorithms via Duality Oct 2, 2024Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization Feb 1, 2024Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences Jun 12, 2023Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization