arXiv stat.ML
· Papers
TimeLAVA: Learning-Agnostic Data Valuation for Time Series
arXiv:2606.18729v2 Announce Type: replace Abstract: Data valuation quantifies the intrinsic quality of individual samples to enable principled data curation, quality control, and robust learning. For time series in critical domains such as healthcare, finance, and industrial monitoring, effective valuation methods are