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A stabilized finite element method for inverse problems subject to the convection-diffusion equation. I: diffusion-dominated regime

6 years ago

AbstractThe numerical approximation of an inverse problem subject to the convection–diffusion equation when diffusion dominates is studied. We derive Carleman…

An extension of the second order dynamical system that models Nesterov’s convex gradient method

6 years ago

Abstract In this paper we deal with a general second order continuous dynamical system associated to a convex minimization problem…

New optimization algorithms for neural network training using operator splitting techniques

6 years ago

AbstractWe present a new type of optimization algorithms, adapted for neural network training. These algorithms are based upon sequential operator…

A gradient-type algorithm with backward inertial steps associated to a nonconvex minimization problem

6 years ago

AbstractWe investigate an algorithm of gradient type with a backward inertial step in connection with the minimization of a nonconvex…

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Related Posts

A stabilized finite element method for inverse problems subject to the convection-diffusion equation. I: diffusion-dominated regime

An extension of the second order dynamical system that models Nesterov’s convex gradient method

New optimization algorithms for neural network training using operator splitting techniques

A gradient-type algorithm with backward inertial steps associated to a nonconvex minimization problem