DDTime: Dataset Distillation with Spectral Alignment and Information Bottleneck for Time-Series Forecasting

Yuqi Li, Kuiye Ding, Chuanguang Yang +5

Time-series forecasting is fundamental across many domains, yet training accurate models often requires large-scale datasets and substantial computational resources. Dataset distil…