Deep Learning-Powered Iterative Combinatorial Auctions.
Jakob WeissteinerSven SeukenPublished in: AAAI (2020)
Keyphrases
- deep learning
- combinatorial auctions
- winner determination
- resource allocation
- unsupervised learning
- mechanism design
- unsupervised feature learning
- single item
- multi unit
- multi unit combinatorial auctions
- approximation algorithms
- mental models
- machine learning
- special case
- mathematical programming
- auction mechanisms
- weakly supervised
- higher order
- computer vision
- pairwise