Quotient Semivalues for False-Name-Resistant Data Attribution

Florian A. D. Burnat, Brittany I. Davidson

Data valuation methods allocate payments and audit training data's contribution to machine-learning pipelines; however, they often assume passive contributors. In reality, contribu…