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