Efficient Linear Attention for Multivariate Time Series Modeling via Entropy Calibration

arXiv:2511.03190 · cs.LG, cs.AI · Submitted 2025-11-05 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-11-05

Updated: 2026-10-24

Terminology

• Attention Mechanism — 3× in this paper · explained in 3 episodes
• Calibration — 1× in this paper · explained in 9 episodes
• Linear Complexity — 1× in this paper · explained in 2 episodes

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