2026
Generalizing Multi-Scale Time-Series Modeling with a Single Operator
ICML 2026poster
Multi-scale modeling has emerged as an effective design principle for time-series forecasting by capturing temporal dynamics at multiple resolutions. As no principled foundation has been established in the literature, we unify existing scaling methods into a scaling operator family, revealing a fund…