Time Varying Regression with Hidden Linear Dynamics

Horia Mania, Ali Jadbabaie, Devavrat Shah, Suvrit Sra

Abstract: We revisit a model for time-varying linear regression that assumes the unknown parameters evolve according to a linear dynamical system. Counterintuitively, we show that when the underlying dynamic...