Lightweight Time Series Data Valuation on Time Series Foundation Models via In-Context Finetuning

Shunyu Wu, Tianyue Li, Yixuan Leng +4

Time series foundation models (TSFMs) have demonstrated increasing capabilities due to their extensive pretraining on large volumes of diverse time series data. Consequently, the q…