Hessian-damped Tikhonov regularized second-order dynamics converge strongly to the min-norm saddle point for bilinear convex-concave problems and control oscillations via Lyapunov analysis.
H., Labarri` ere, H., Rondepierre, A.:Fast convergence of inertial dynamics with Hessian-driven damping under geometry assumptions
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Convergence Analysis of Hessian-Damped Tikhonov Regularized Dynamics with Oscillation Control for Convex-Concave Bilinear Saddle Point Problems
Hessian-damped Tikhonov regularized second-order dynamics converge strongly to the min-norm saddle point for bilinear convex-concave problems and control oscillations via Lyapunov analysis.