Measuring the Hidden Cost of Data Valuation through Collective Disclosure

Patrick Mesana, Gilles Caporossi, Sebastien Gambs

Data valuation methods assign marginal utility to each data point that has contributed to the training of a machine learning model. If used directly as a payout mechanism, this cre…