Nonparametric learning of stochastic differential equations from sparse and noisy data

Arnab Ganguly, Riten Mitra, Jinpu Zhou

The paper proposes a systematic framework for building data-driven stochastic differential equation (SDE) models from sparse, noisy observations. Unlike traditional parametric appr…