Research Program: Theory of Learning in Dynamical Systems

Elad Hazan, Shai Shalev Shwartz, Nathan Srebro

Modern learning systems increasingly interact with data that evolve over time and depend on hidden internal state. We ask a basic question: when is such a dynamical system learnabl…