SPIRAL: a superlinearly convergent incremental proximal algorithm for nonconvex finite sum minimization.
Pourya BehmandpoorPuya LatafatAndreas ThemelisMarc MoonenPanagiotis PatrinosPublished in: Comput. Optim. Appl. (2024)
Keyphrases
- objective function
- learning algorithm
- optimal solution
- experimental evaluation
- np hard
- dynamic programming
- single pass
- incremental learning
- preprocessing
- times faster
- cost function
- detection algorithm
- optimization algorithm
- incremental version
- worst case
- computational complexity
- high accuracy
- particle swarm optimization
- theoretical analysis
- segmentation algorithm
- probabilistic model
- k means
- global optimization
- convergence rate
- recognition algorithm
- feature selection
- genetic algorithm