Challenges in Enabling Private Data Valuation

Yiwei Fu, Tianhao Wang, Varun Chandrasekaran

Data valuation methods quantify how individual training examples contribute to a model's behavior, and are increasingly used for dataset curation, auditing, and emerging data marke…