PulseBound: Future-Beat State Forecasting Under an Explicit Information Boundary.

arXiv:2610.12010v2 Announce Type: replace Abstract: Predictive representation learning from photoplethysmography (PPG) can violate causal information access even with causal attention, as normalization, nonlocal transforms, or companion views may depend on wit