Spectral Filtering for Complex Linear Dynamical Systems

Elad Hazan, Annie Marsden

We study the problem of learning complex-valued linear dynamical systems (CLDS) with sector-bounded spectrum. This class captures oscillatory and long-memory dynamics arising in si…