Faroe Islands
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
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- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Europe > Sweden > Östergötland County > Linköping (0.04)
- Europe > Iceland > Capital Region > Reykjavik (0.04)
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- Information Technology > Communications > Social Media (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.69)
- Information Technology > Artificial Intelligence > Natural Language > Text Processing (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
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- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.05)
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- Europe > France > Provence-Alpes-Côte d'Azur > Bouches-du-Rhône > Marseille (0.04)
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Learning and Collusion in Multi-unit Auctions
In a carbon auction, licenses for CO2 emissions are allocated among multiple interested players. Inspired by this setting, we consider repeated multi-unit auctions with uniform pricing, which are widely used in practice. Our contribution is to analyze these auctions in both the offline and online settings, by designing efficient bidding algorithms with low regret and giving regret lower bounds. We also analyze the quality of the equilibria in two main variants of the auction, finding that one variant is susceptible to collusion among the bidders while the other is not.
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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