Performance Modeling of MPI Applications Using Model Selection Techniques.
Diego Rodríguez MartínezJosé Carlos CabaleiroTomás Fernandez PenaFrancisco Fernandez RiveraVicente Blanco PérezPublished in: PDP (2010)
Keyphrases
- model selection
- cross validation
- hyperparameters
- bayesian learning
- parameter estimation
- statistical learning
- machine learning
- sample size
- error estimation
- feature selection
- generalization error
- statistical inference
- meta learning
- mixture model
- regression model
- model selection criteria
- bayesian information criterion
- parameter determination
- selection criterion
- variable selection
- motion segmentation
- bayesian methods
- gaussian process
- information criterion
- graphical models
- data mining
- generalization bounds
- prior knowledge