Online Learning Guided Quasi-Newton Methods with Global Non-Asymptotic Convergence

Ruichen Jiang, Aryan Mokhtari

In this paper, we propose a quasi-Newton method for solving smooth and monotone nonlinear equations, including unconstrained minimization and minimax optimization as special cases.…