2019 - T1 - The Mathematics of Imaging

Collection 2019 - T1 - The Mathematics of Imaging

Organizer(s) Aujol, Jean-François ; Delon, Julie ; Desolneux, Agnès ; Fadili, Jalal ; Galerne, Bruno ; Peyre, Gabriel
Date(s) 01/07/2019 - 05/04/2019
linked URL https://imaging-in-paris.github.io
00:00:00 / 00:00:00
12 78

Exact rate of Nesterov Scheme

By Charles Dossal

Also appears in collection : 2019 - T1 - WS1 - Variational methods and optimization in imaging

In 1984 Nesterov proposed an inertial gradient scheme to minimize convex functions which ensures a $1/n^2$ decay rate. In this talk, we give the exact decay rate of this scheme depending on the geometrical properties of the function to minimize.

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