Bayesian Sample Size Prediction for Online Activity.
Thomas RichardsonYu LiuJames McQueenDoug HainsPublished in: CoRR (2021)
Keyphrases
- sample size
- model selection
- random sampling
- small sample
- covariance matrix
- hyperparameters
- upper bound
- small sample size
- statistical tests
- pac learning
- vc dimension
- confidence intervals
- number of training samples
- random sample
- posterior distribution
- statistical hypothesis testing
- generalization error
- experimental design
- small samples
- statistical power
- uniform sampling
- decision trees
- progressive sampling
- prediction model
- variance reduction
- bayesian inference
- worst case
- nearest neighbor
- support vector machine
- lower bound