Koopman Operator Identification of Model Parameter Trajectories for Temporal Domain Generalization (KOMET)

Randy C. Hoover, Jacob James, Paul May +1

Parametric models deployed in non-stationary environments degrade as the underlying data distribution evolves over time (a phenomenon known as temporal domain drift). In the curren…