Randomized Kaczmarz algorithms: Exact MSE analysis and optimal sampling probabilities.
Ameya AgaskarChuang WangYue M. LuPublished in: GlobalSIP (2014)
Keyphrases
- worst case
- learning algorithm
- brute force
- exhaustive search
- randomized algorithms
- sampling methods
- theoretical analysis
- computationally efficient
- optimization problems
- particle filter
- benchmark datasets
- sample size
- monte carlo
- temporal information
- dynamic programming
- significant improvement
- data structure
- genetic algorithm