Sparse Partial Correlation Estimation With Scaled Lasso and Its GPU-Parallel Algorithm.
Younsang ChoSeunghwan LeeJaeoh KimDonghyeon YuPublished in: IEEE Access (2023)
Keyphrases
- parallel algorithm
- regularized regression
- parallel computation
- cluster of workstations
- parallel programming
- graphics processors
- generalized linear models
- elastic net
- sparse representation
- cpu implementation
- shared memory
- group lasso
- compute unified device architecture
- real time
- feature selection
- low rank
- regression model
- parallel computing
- parallel version
- variable selection
- parallel computers
- high dimensional
- processor array
- binary search trees
- parallel implementations
- general purpose
- discovery of association rules
- parallel implementation
- multiscale