Listar LCC - Artículos por autor "Luque-Polo, Gabriel Jesús"
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A multi-objective approach for communication reduction in federated learning under devices heterogeneity constraints
Morell, José Ángel; Abdelmoiz Dahi, Zakaria; Chicano-García, José-Francisco; Luque-Polo, Gabriel Jesús; Alba-Torres, Enrique (Elsevier, 2024-02-24)Federated learning is a paradigm that proposes protecting data privacy by sharing local models instead of raw data during each iteration of model training. However, these models can be large, with many parameters, provoking ... -
Autocorrelation Measures for the Quadratic Assignment Problem
In this article we provide an exact expression for computing the autocorrelation coefficient $\xi$ and the autocorrelation length $\ell$ of any arbitrary instance of the Quadratic Assignment Problem (QAP) in polynomial ...