Multi-Item Mechanisms without Item-Independence: Learnability via Robustness
© 2020 ACM. We study the sample complexity of learning revenue-optimal multi-item auctions. We obtain the first set of positive results that go beyond the standard but unrealistic setting of item-independence. In particular, we consider settings where bidders' valuations are drawn from correlat...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
ACM
2022
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Online Access: | https://hdl.handle.net/1721.1/143464.2 |
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Multi-Item Mechanisms without Item-Independence: Learnability via Robustness
Published 2022
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