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20202025
most citedAccelerated gradient methods combining Tikhonov regularization with geometric damping driven by the Hessian

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math.OC2020

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…