Higher-Order Geometric Updates for Levenberg-Marquardt Method via Riemann Normal Coordinates

Jianing Liu, Dong H. Zhang

Nonlinear least-squares optimization is central to regression, physics-informed neural networks, and other machine-learning tasks. Such problems have a natural geometric interpreta…