The Cost of Long Memory: State, Context, and Stability Complexity in Sequence Models
arXiv:2610.08816v1 Announce Type: new Abstract: Long-range temporal dependence poses a resource question for sequence models: for a specified predictive-memory law, how much state, context, or dynamical criticality is required in order to forecast accurately? We study this question directly in fore…
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- 2026-10-08 04:00 · arXiv cs.LG
The Cost of Long Memory: State, Context, and Stability Complexity in Sequence Models