A finite-sample generalization bound for stable LPV systems

Daniel Racz, Martin Gonzalez, Mihaly Petreczky +2

One of the main theoretical challenges in learning dynamical systems from data is providing upper bounds on the generalization error, that is, the difference between the expected p…