Mean-Field Nonparametric Estimation of Interacting Particle Systems

Rentian Yao, Xiaohui Chen, Yun Yang

This paper concerns the nonparametric estimation problem of the distribution-state dependent drift vector field in an interacting $N$-particle system. Observing single-trajectory d…