13 citations · 14 across the 4 of their papers we have counts for
4 papers
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 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…
Rate of convergence of the Nesterov accelerated gradient method in the subcritical case
Hedy Attouch, Zaki Chbani, Hassan Riahi
In a Hilbert space setting , given a convex continuously differentiable function, and a positive parameter, we consider the inertial s…
Fast inertial dynamics and FISTA algorithms in convex optimization. Perturbation aspects
H. Attouch, Z. Chbani
In a Hilbert space setting , we study the fast convergence properties as of the trajectories of the second-order differential equation $ \ddot{x}(t) +…