286 citations · 374 across the 36 of their papers we have counts for
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Fast convex optimization via inertial dynamics combining viscous and Hessian-driven damping with time rescaling
Hedy Attouch, Aicha Balhag, Zaki Chbani +1
In a Hilbert setting, we develop fast methods for convex unconstrained optimization. We rely on the asymptotic behavior of an inertial system combining geometric damping with tempo…
Fast optimization via inertial dynamics with closed-loop damping
Hedy Attouch, Radu Ioan Bot, Ernö Robert Csetnek
In a Hilbert space , in order to develop fast optimization methods, we analyze the asymptotic behavior, as time tends to infinity, of inertial continuous dynamics where the…
Fast convex optimization via a third-order in time evolution equation: TOGES-V an improved version of TOGES
Hedy Attouch, Zaki Chbani, Hassan Riahi
In a Hilbert space setting H, for convex optimization, we analyze the fast convergence properties as t tends to infinity of the trajectories generated by a third-order in time evol…