AI RESEARCH
Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting
arXiv CS.LG
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ArXi:2509.15105v3 Announce Type: replace Time series forecasting (TSF) is critical in domains like energy, finance, healthcare, and logistics, requiring models that generalize across diverse datasets. Large pre-trained models such as Chronos and Time-MoE show strong zero-shot (ZS) performance but suffer from high computational costs. In this work, we