Optimum probability model selection using Akaike's information criterion for low power applications.
Ramamurti ChandramouliVamsi K. SrikantamPublished in: ISCAS (2000)
Keyphrases
- information criterion
- low power
- model selection
- probability model
- high speed
- cross validation
- power consumption
- low cost
- automatic model selection
- model selection criteria
- hyperparameters
- bayesian information criterion
- parameter estimation
- mixture model
- marginal likelihood
- variable selection
- sample size
- leave one out cross validation
- gaussian process
- selection criterion
- probability distribution
- machine learning
- unsupervised learning
- learning machines
- feature selection
- data sets
- generalization error
- widely applicable
- bayesian networks
- active learning
- gaussian mixture model