Kiri Wagstaff

Position: Every Ground Truth is a Human Construction, not an Objective Truth

Ground truth datasets play a fundamental role as reference values in the training and evaluation of machine learning models. This position paper argues that ground truths are not neutral objective measurements that are naturally given, but instead that they are constructed by arrangements of humans …