Model Selection for Latency-Critical Inference Serving.
Daniel MendozaFrancisco RomeroCaroline TrippelPublished in: EuroSys (2024)
Keyphrases
- model selection
- statistical inference
- cross validation
- bayesian model selection
- sample size
- bayesian learning
- hyperparameters
- parameter estimation
- statistical learning
- regression model
- variable selection
- mixture model
- feature selection
- selection criterion
- motion segmentation
- machine learning
- error estimation
- model selection criteria
- gaussian process
- variational bayes
- generalization error
- meta learning
- probabilistic inference
- bayesian networks
- marginal likelihood
- generalization bounds
- bayesian information criterion
- leave one out cross validation
- parameter determination