GemNet: Menu-Based, Strategy-Proof Multi-Bidder Auctions Through Deep Learning.
Tonghan WangYanchen JiangDavid C. ParkesPublished in: CoRR (2024)
Keyphrases
- deep learning
- strategy proof
- combinatorial auctions
- auction mechanisms
- auction protocol
- mechanism design
- sealed bid
- resource allocation
- quasi linear
- unsupervised learning
- bidding strategies
- unsupervised feature learning
- multi unit
- group buying
- multi attribute
- machine learning
- budget constraints
- mental models
- social welfare
- online auctions
- game theory
- vickrey clarke groves
- approximation algorithms
- weakly supervised
- mathematical programming
- sealed bid auctions
- semi supervised
- reverse auction
- multiple criteria
- special case
- computational complexity