SPIRAL: A Superlinearly Convergent Incremental Proximal Algorithm for Nonconvex Finite Sum Minimization.
Pourya BehmandpoorPuya LatafatAndreas ThemelisMarc MoonenPanagiotis PatrinosPublished in: CoRR (2022)
Keyphrases
- objective function
- learning algorithm
- single pass
- cost function
- experimental evaluation
- optimization algorithm
- preprocessing
- times faster
- segmentation algorithm
- detection algorithm
- worst case
- computational cost
- dynamic programming
- k means
- input data
- incremental algorithms
- tree structure
- neural network
- incremental version
- theoretical analysis
- expectation maximization
- optimization problems
- high accuracy
- multi objective
- computational complexity
- optimal solution