An Algebraic-Numeric Algorithm for the Model Selection in Kinetic Networks.
Hiroshi YoshidaKoji NakagawaHirokazu AnaiKatsuhisa HorimotoPublished in: CASC (2007)
Keyphrases
- model selection
- parameter estimation
- learning algorithm
- objective function
- likelihood function
- closed form
- expectation maximization
- automatic model selection
- machine learning
- gaussian process
- incremental learning
- cross validation
- worst case
- probabilistic model
- mixture model
- active learning
- selection algorithm
- variable selection
- hyperparameters
- lower bound
- similarity measure
- selection criterion
- statistical inference
- error estimation
- leave one out cross validation
- feature selection