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most citedAn SDE Perspective on Stochastic Inertial Gradient Dynamics with Time-Dependent Viscosity and Geometric Damping

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Convergence rates of regularized quasi-Newton methods without strong convexity

Shida Wang, Jalal Fadili, Peter Ochs

In this paper, we study convergence rates of the cubic regularized proximal quasi-Newton method (\csr) for solving non-smooth additive composite problems that satisfy the so-called…