On Few Shot Learning of Dynamical Systems: A Koopman Operator Theoretic Approach

Subhrajit Sinha, Umesh Vaidya, Enoch Yeung

In this paper, we propose a novel algorithm for learning the Koopman operator of a dynamical system from a \textit{small} amount of training data. In many applications of data-driv…