Jiachen T. Wang

LAVA: Data Valuation without Pre-Specified Learning Algorithms

2023 · arXiv (Cornell University)

Traditionally, data valuation (DV) is posed as a problem of equitably splitting the validation performance of a learning algorithm among the training data. As a result, the calculated data values depend on many design choices …