Multi-device, Multi-tenant Model Selection with GP-EI.
Chen YuBojan KarlasJie ZhongCe ZhangJi LiuPublished in: CoRR (2018)
Keyphrases
- model selection
- multi tenant
- cross validation
- genetic programming
- hyperparameters
- bayesian learning
- regression model
- parameter estimation
- sample size
- machine learning
- model selection criteria
- variable selection
- error estimation
- mixture model
- information criterion
- data center
- statistical inference
- generalization error
- gaussian process
- bayesian information criterion
- marginal likelihood
- feature selection
- selection criterion
- parameter determination
- databases
- random sampling
- generative model
- graphical models