Scale-Invariant Training for Time Series Foundation Models

Ignacy Stepka, Willa Potosnak, Kin G. Olivares +1

Time series foundation models (TSFMs) are trained on large collections of time series datasets that span various morphologies and domains. This setting exposes models to series who…