Optimal Sample Size for Adword Auctions: (Extended Abstract).
Jiang RongTao QinBo AnTie-Yan LiuPublished in: AAMAS (2016)
Keyphrases
- extended abstract
- sample size
- worst case
- model selection
- random sampling
- statistical tests
- small sample
- small sample size
- small samples
- upper bound
- number of training samples
- covariance matrix
- experimental design
- variance reduction
- confidence intervals
- generalization error
- vc dimension
- statistical power
- sample complexity
- progressive sampling
- cross validation
- uniform distribution
- online auctions
- pac learning
- evolutionary algorithm
- lower bound
- data structure
- optimal solution
- feature selection
- data sets