arXiv stat.ML
· Papers
The Label Defines the Timescale: Trait-State Limits of Temporal-Aggregate Learning
arXiv:2608.01587v1 Announce Type: new Abstract: Machine-learning benchmarks often pair a label that aggregates a long temporal horizon with input observed through one or a few short windows. Their apparent performance ceiling may therefore be an acquisition-protocol ceiling rather than a model-capacity ceiling. We stud