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math.OC2025
A perturbed preconditioned gradient descent method for the unconstrained minimization of composite objectives
Jea-Hyun Park, Abner J. Salgado, Steven M. Wise
We introduce a perturbed preconditioned gradient descent (PPGD) method for the unconstrained minimization of a strongly convex objective with a locally Lipschitz continuous gra…
math.NA2025
Finite element approximation to linear, second order, parabolic problems with data
Gabriel Barrenechea, Abner J. Salgado
We consider the approximation to the solution of the initial boundary value problem for the heat equation with right hand side and initial condition that merely belong to . Du…