Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions

Stefan Klus, Sebastian Peitz, Ingmar Schuster

Kernel transfer operators, which can be regarded as approximations of transfer operators such as the Perron-Frobenius or Koopman operator in reproducing kernel Hilbert spaces, are…