Inexact and Stochastic Gradient Optimization Algorithms with Inertia and Hessian Driven Damping

Harsh Choudhary, Jalal Fadili, Vyachelav Kungurtsev

In a real Hilbert space setting, we study the convergence properties of an inexact gradient algorithm featuring both viscous and Hessian driven damping for convex differentiable op…