2 papers
cs.GT2026
Budget-Feasible Mechanisms for Submodular Welfare Maximization in Procurement Auctions
Shuang Cui, He Huang, Yu-e Sun +1
Budget-feasible procurement auctions play a pivotal role in various AI-driven marketplaces, such as data acquisition and crowdsourcing, where a buyer with a limited budget seeks to…
stat.ML2025
Beyond Regret: Decoupling Learning and Decision-making in Online Linear Programming
Wenzhi Gao, Dongdong Ge, Chenyu Xue +2
Online linear programming plays an important role in both revenue management and resource allocation, and recent research has focused on developing efficient first-order online lea…