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

This research introduces LTSV, a lightweight method for valuing time series data using in-context finetuning on foundation models. It achieves significant co...

Level: advanced

By Shunyu Wu, Tianyue Li, Yixuan Leng, Jingyi Suo, Jian Lou, Dan Li, See-Kiong Ng

Category: research