GENRE (GPU Elastic-Net REgression): A CUDA-Accelerated Package for Massively Parallel Linear Regression with Elastic-Net Regularization.
Christopher KhanBrett C. ByramPublished in: J. Open Source Softw. (2020)
Keyphrases
- elastic net
- linear regression
- massively parallel
- parallel computing
- parallel programming
- least squares
- regression problems
- ridge regression
- regression methods
- linear support vector machines
- topology preserving
- locally weighted
- high performance computing
- parallel implementation
- graphics processing units
- nonlinear regression
- regularization parameter
- shared memory
- computing systems
- fine grained
- regression method
- linear models
- parallel machines
- parallel algorithm
- cross validation
- image segmentation
- bayesian networks