Bayesian Nonparametric Inference in McKean-Vlasov models

Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray

We consider nonparametric statistical inference on a periodic interaction potential $W$ from noisy discrete space-time measurements of solutions $\rho ={\rho }_W$ of the nonlinear McKean-Vla…