Nearly Instance-Optimal Parameter Recovery from Many Trajectories via Hellinger Localization

Eliot Shekhtman, Yichen Zhou, Ingvar Ziemann +2

Learning from temporally-correlated data is a core facet of modern machine learning. Yet our understanding of sequential learning remains incomplete, particularly in the multi-traj…