End-to-End Neural Decomposition with Koopman Operators for Time-Series Forecasting

De-Yan Lu, Xugang Lu, Yu Tsao +1

Koopman theory offers a linear-operator view of nonlinear sequence dynamics by lifting observations into a space where evolution is governed by a linear time-invariant Koopman oper…