GPU-accelerated parallel optimization for sparse regularization.
Xingran WangTianyi LiuMinh Trinh-HoangMarius PesaventoPublished in: SAM (2020)
Keyphrases
- gpu accelerated
- real time
- optimization problems
- optimization algorithm
- finite element
- risk minimization
- elastic net
- high dimensional
- mixed norm
- kernel machines
- sparse pca
- structured sparsity
- sparsity regularization
- rank minimization
- sparse approximation
- stochastic gradient descent
- sparse representation
- reinforcement learning