Joint Network Topology and Dynamics Recovery From Perturbed Stationary Points

摘要

This paper presents an inference method to learn a model for complex system based on observations of the perturbed stationary points. We propose to jointly estimate the dynamics parameters and network topology through a regularized regression formulation.