Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization.
Fabian PedregosaRémi LeblondSimon Lacoste-JulienPublished in: CoRR (2017)
Keyphrases
- optimization algorithm
- parallel implementation
- optimization process
- computational cost
- experimental evaluation
- clustering method
- optimization method
- cost function
- significant improvement
- high accuracy
- detection method
- high precision
- global optimization
- parallel processing
- pairwise
- preprocessing
- dynamic programming
- support vector machine svm
- evolutionary algorithm
- synthetic data
- segmentation method