Sample Complexity of Automated Mechanism Design.
Maria-Florina BalcanTuomas SandholmEllen VitercikPublished in: NIPS (2016)
Keyphrases
- mechanism design
- sample complexity
- theoretical analysis
- incomplete information
- game theory
- pac learning
- upper bound
- vc dimension
- learning problems
- learning algorithm
- active learning
- special case
- lower bound
- generalization error
- supervised learning
- training examples
- auction mechanisms
- sample size
- combinatorial auctions
- incentive compatible
- prediction markets
- model selection
- cross validation
- data sets
- semi supervised
- training set
- computational complexity