Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training.
Jyotikrishna DassVivek SarinRabi N. MahapatraPublished in: IEEE Trans. Parallel Distributed Syst. (2019)
Keyphrases
- learning algorithm
- dynamic programming
- support vector machine
- computational complexity
- k means
- training algorithm
- matching algorithm
- preprocessing
- optimization algorithm
- pruning strategy
- cost function
- high efficiency
- single pass
- expectation maximization
- computer networks
- worst case
- recognition algorithm
- search space
- training set
- objective function
- training process
- distributed systems
- classification method
- communication overhead
- stochastic gradient descent
- classification algorithm
- computationally efficient
- particle swarm optimization
- similarity measure
- neural network
- probabilistic model
- computational cost
- image segmentation
- np hard
- active learning
- optimal solution
- training data