Optimal Sampling for Generalized Linear Model under Measurement Constraint with Surrogate Variables

Yixin Shen, Yang Ning

Measurement-constrained datasets, often encountered in semi-supervised learning, arise when data labeling is costly, time-intensive, or hindered by confidentiality or ethical conce…