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math.NA2025
A stochastic column-block gradient descent method for solving nonlinear systems of equations
Naiyu Jiang, Wendi Bao, Lili Xing +1
In this paper, we propose a new stochastic column-block gradient descent method for solving nonlinear systems of equations. It has a descent direction and holds an approximately op…
math.NA2025
On convergence of greedy block nonlinear Kaczmarz methods with momentum
Naiyu Jiang, Wendi Bao, Lili Xing +1
In this paper, for solving nonlinear systems we propose two pseudoinverse-free greedy block methods with momentum by combining the residual-based weighted nonlinear Kaczmarz and he…