Fair DNN Model Selection in Edge AI via A Cooperative Game Approach.
Jiajie XieZhi ZhouTao OuyangXiaoxi ZhangXu ChenPublished in: ICDCS (2023)
Keyphrases
- model selection
- cooperative game
- cross validation
- machine learning
- artificial intelligence
- hyperparameters
- bayesian learning
- parameter estimation
- statistical learning
- optimal strategy
- sample size
- feature selection
- selection criterion
- regression model
- statistical inference
- generalization error
- variable selection
- motion segmentation
- edge detection
- leave one out cross validation
- error estimation
- gaussian process
- mixture model
- marginal likelihood
- model selection criteria
- parameter determination
- bayesian model selection
- generalization bounds
- bayesian methods
- bayesian information criterion
- posterior distribution
- information criterion