Learning Lévy density via adaptive RKHS regression with bi-level optimization

Luxuan Yang, Fei Lu, Ting Gao +2

We propose a nonparametric method to learn the Lévy density from probability density data governed by a nonlocal Fokker-Planck equation. We recast the problem as identifying the ke…