PRIAG: Proximal Reweighted Incremental Aggregated Gradient Algorithm for Distributed Optimizations.
Xiaoge DengTao SunFeng LiuFeng HuangPublished in: ICA3PP (1) (2020)
Keyphrases
- single pass
- preprocessing
- learning algorithm
- theoretical analysis
- computationally efficient
- objective function
- improved algorithm
- search space
- incremental learning
- dynamic programming
- detection algorithm
- optimization algorithm
- classification algorithm
- times faster
- high accuracy
- experimental evaluation
- cost function
- selection algorithm
- k means
- computational complexity
- search algorithm
- optimal solution
- expectation maximization
- gradient method
- incremental algorithms
- segmentation algorithm
- data sets
- recognition algorithm
- convergence rate
- incremental updating
- energy function
- particle swarm optimization
- input data
- simulated annealing
- worst case
- np hard
- multi objective
- lower bound
- data streams
- multiscale
- similarity measure
- image processing