Shi Feng

Contextual Procurement Auctions with Bandit Learning

Yiling Chen, Shi Feng, Sadie Zhao

We study repeated contextual procurement auctions in which producers have private costs and the platform must learn context-dependent product values from bandit feedback. The objective is welfare rather than revenue or a virtual-cost surrogate: regret is the total surplus loss re…Read more