Bing Xu Hu

Bayesian Post Training Enhancement of Regression Models with Calibrated Rankings

Accurate regression models are essential for scientific discovery, yet high-quality numeric labels are scarce and expensive. In contrast, rankings (especially pairwise) are easier to obtain from domain experts or artificial intelligence (AI) judges. We introduce Bayesian Enhancement with Calibrated…