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News/A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems
arxiv
PublishedJuly 3, 2026 at 4:00 AM
—neutral

A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems

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arXiv:2607.02050v1 Announce Type: new Abstract: Motivated by the challenge of stabilizing a general unknown linear dynamical system (LDS) from observations, we study the natural prerequisite of online prediction. Our goal is to achieve sublinear regret with a memory footprint that adapts to the intr

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