A modified method of calculating High Dimensional Model Representation (HDMR) Terms for parallelization with MPI and CUDA.
M. E. KanalMetin DemiralpPublished in: J. Supercomput. (2012)
Keyphrases
- mathematical model
- statistical model
- probabilistic model
- linear model
- objective function
- desirability function
- gaussian distribution
- parallel implementation
- parameter estimation
- theoretical analysis
- input data
- reconstruction method
- high dimensional
- modeling method
- classification method
- bayesian framework
- optimization method
- evaluation method
- matrix representation
- parallel processing
- prior knowledge
- test data
- cost function
- parameter space
- pairwise
- spatial structure
- relevance model
- energy function
- tree structure
- sensitivity analysis
- prior information
- high dimensional data
- autoregressive
- feature set
- dimensionality reduction
- linear regression
- gpu accelerated