Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting

arXiv:2606.13571 · cs.LG, cs.AI · Submitted 2026-06-11 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-06-11

Updated: 2026-09-30

Terminology

• Time Series Forecasting — 2× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

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