Optimal minimax rate of learning nonlocal interaction kernels

Xiong Wang, Inbar Seroussi, Fei Lu

Nonparametric estimation of nonlocal interaction kernels is crucial in various applications involving interacting particle systems. The inference challenge, situated at the nexus o…