Online Auction Design Using Distribution-Free Uncertainty Quantification with Applications to E-Commerce

Jiale Han, Xiaowu Dai

Online auction is a cornerstone of e-commerce, and a key challenge is designing incentive-compatible mechanisms that maximize expected revenue. Existing approaches often assume kno…