Information Theoretic Limits on Learning Stochastic Differential Equations

José Bento, Morteza Ibrahimi, Andrea Montanari

Consider the problem of learning the drift coefficient of a stochastic differential equation from a sample path. In this paper, we assume that the drift is parametrized by a high d…