Bi-level Heterogeneous Learning for Time Series Foundation Models: A Federated Learning Approach
arXiv:2604.06727v1 Announce Type: new
Abstract: Heterogeneity in time series data is more pronounced than in vision or language, as temporal dynamics vary substantially across domains and tasks. Existing efforts on training time series foundation mode…