Model Selection by Balanced Identification: the Interplay of Optimization and Distributed Computing.
Alexander V. SokolovVladimir V. VoloshinovPublished in: Open Comput. Sci. (2020)
Keyphrases
- model selection
- distributed computing
- cross validation
- hyperparameters
- grid computing
- distributed systems
- mobile agents
- bayesian learning
- cloud computing
- fault tolerance
- distributed environment
- parameter estimation
- sample size
- variable selection
- model selection criteria
- mixture model
- peer to peer
- distributed computing systems
- error estimation
- machine learning
- marginal likelihood
- feature selection
- selection criterion
- regression model
- bayesian information criterion
- mobile communications
- gaussian process
- generalization error
- statistical inference
- virtual machine
- information criterion
- grid search
- parameter determination
- automatic model selection
- fault tolerant
- multimedia
- provide efficient solutions