Sparsity in control problems: Recent trends and open challenges

arXiv:2610.09787 · math.OC, cs.SY, eess.SP, eess.SY · Submitted 2026-10-07 · Read on arXiv

math.OC, cs.SY, eess.SP, eess.SY

Submitted: 2026-10-07

Updated: 2026-10-11

Comments: Submitted to Annual Reviews in Control

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Sparsity — 1× in this paper · explained in 4 episodes

Sources

• Lattice: Learning to Efficiently Compress the Memory
• Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems

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