Parallel regressions for variable selection using GPU.
Lauro Cássio Martins de PaulaAnderson da Silva SoaresTelma W. L. SoaresArlindo R. G. FilhoClarimar José CoelhoAlexandre C. B. DelbemWellington Santos MartinsPublished in: Computing (2017)
Keyphrases
- variable selection
- parallel implementation
- cross validation
- parallel computation
- input variables
- parallel processing
- graphics processing units
- high dimensional
- parallel programming
- parallel computing
- stochastic search
- model selection
- linear models
- dimension reduction
- high dimensional data
- group lasso
- ensemble selection
- sparsity inducing
- logistic regression models
- high dimensionality
- unsupervised learning
- pattern recognition
- computer vision
- data mining