Integrally Private Model Selection for Deep Neural Networks.
Ayush K. VarshneyVicenç TorraPublished in: DEXA (2) (2023)
Keyphrases
- model selection
- neural network
- cross validation
- hyperparameters
- parameter estimation
- mixture model
- bayesian learning
- statistical learning
- regression model
- sample size
- error estimation
- variable selection
- machine learning
- meta learning
- selection criterion
- marginal likelihood
- parameter determination
- motion segmentation
- back propagation
- unsupervised learning
- information criterion
- model selection criteria
- gaussian process
- bayesian information criterion
- generalization error
- least squares
- feature selection
- hypothesis tests
- data mining