2024
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
NeurIPS 2024poster
Datasets often suffer severe selection bias; clinical labels are only available on patients for whom doctors ordered medical exams. To assess model performance outside the support of available data, we present a computational framework for adaptive labeling, providing cost-efficient model evaluation…