Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization.
Fabian PedregosaRémi LeblondSimon Lacoste-JulienPublished in: NIPS (2017)
Keyphrases
- experimental evaluation
- high accuracy
- optimization method
- high precision
- optimization algorithm
- constrained optimization
- cost function
- support vector machine svm
- objective function
- dynamic programming
- detection method
- optimization model
- optimization procedure
- optimization process
- energy function
- clustering method
- optimization problems
- computational cost
- significant improvement
- pairwise
- feature selection
- synthetic data
- segmentation method
- classification method
- global optimization
- parallel processing
- similarity measure
- feature extraction
- data sets