DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers.
Xiao MaShengfeng HeHezhe QiaoDong MaPublished in: PerCom (2024)
Keyphrases
- model selection
- cross validation
- bayesian learning
- parameter estimation
- hyperparameters
- meta learning
- regression model
- statistical inference
- variable selection
- machine learning
- mixture model
- sample size
- feature selection
- motion segmentation
- gaussian process
- error estimation
- information criterion
- statistical learning
- selection criterion
- model selection criteria
- automatic model selection
- generalization error
- likelihood function
- least squares
- bayesian model selection
- bayesian methods
- data sets
- generalization bounds
- leave one out cross validation
- upper bound
- marginal likelihood
- probabilistic model
- support vector
- multivariate regression