93 citations · 323 across the 15 of their papers we have counts for
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Scaling techniques for -subgradient projection methods
Silvia Bonettini, Alessandro Benfenati, Valeria Ruggiero
The recent literature on first order methods for smooth optimization shows that significant improvements on the practical convergence behaviour can be achieved with variable stepsi…
A scaled gradient projection method for Bayesian learning in dynamical systems
Silvia Bonettini, Alessandro Chiuso, Marco Prato
A crucial task in system identification problems is the selection of the most appropriate model class, and is classically addressed resorting to cross-validation or using asymptoti…
New convergence results for the scaled gradient projection method
Silvia Bonettini, Marco Prato
The aim of this paper is to deepen the convergence analysis of the scaled gradient projection (SGP) method, proposed by Bonettini et al. in a recent paper for constrained smooth op…