Information Geometry Approach to the Model Selection of Neural Networks.
Ziang LvSiwei LuoYunhui LiuYu ZhengPublished in: ICICIC (3) (2006)
Keyphrases
- model selection
- information geometry
- fisher information
- cross validation
- information theory
- hyperparameters
- parameter estimation
- sample size
- information theoretic
- regression model
- feature selection
- mixture model
- machine learning
- generalization error
- gaussian process
- kernel matrix
- upper bound
- high dimensional
- statistical inference
- bayesian networks