arXiv stat.ML
· Papers
Data Reliability Scoring
arXiv:2510.17085v2 Announce Type: replace-cross Abstract: How can we assess the reliability of a dataset without access to ground truth? We introduce the problem of reliability scoring for datasets collected from potentially strategic sources. The true data are unobserved, but we see outcomes of an unknown statistical