Distillation of Synthetic Data for Time Series Foundation Models

Niloy Biswas, Noureddine El Karoui

Time series foundation models (TSFMs) are increasingly pre-trained on synthetically generated time series trajectories, where the data generating process is known. Current pre-trai…