Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing.
Hongyu FuYijing YangYuhuai LiuJoseph LinEthan HarrisonVinod K. MishraC.-C. Jay KuoPublished in: CoRR (2022)
Keyphrases
- parallel processing
- learning machines
- particle swarm optimization
- support vector
- pso algorithm
- ensemble learning
- multi objective
- model selection
- low dimensional
- training algorithm
- support vector machine
- pattern recognition
- distributed processing
- dimensionality reduction
- learning tasks
- vc dimension
- feature extraction
- learning algorithm
- high dimensional
- generalization error
- genetic algorithm
- learning problems
- convergence speed
- feature space
- machine learning
- high dimensional data
- multi task learning
- differential evolution
- sample complexity
- optimization algorithm
- data sets
- neural network
- fuzzy logic
- back propagation
- theoretical analysis
- objective function
- special case