Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Ruoxi Jia, David Dao, Boxin Wang +6

Given a data set $\mathcal{D}$ containing millions of data points and a data consumer who is willing to pay for $$X$ to train a machine learning (ML) model over $\mathcal{D}$, how…