Online Learning of Nonlinear Parametric Models under Non-smooth Regularization using EKF and ADMM

Lapo Frascati, Alberto Bemporad

This paper proposes a novel combination of extended Kalman filtering (EKF) with the alternating direction method of multipliers (ADMM) for learning parametric nonlinear models onli…