"beyond item-independence"

Multi-Item Mechanisms without Item-Independence: Learnability via Robustness

We study the sample complexity of learning revenue-optimal multi-item auctions. We obtain the first set of positive results that go …

Johannes Brustle, Yang Cai, Constantinos Daskalakis