Distributed Stochastic Proximal Algorithm With Random Reshuffling for Nonsmooth Finite-Sum Optimization.
Xia JiangXianlin ZengJian SunJie ChenLihua XiePublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- optimization algorithm
- objective function
- randomly generated
- expectation maximization
- k means
- optimization process
- learning algorithm
- worst case
- computational cost
- probabilistic model
- preprocessing
- optimal solution
- detection algorithm
- optimization method
- convergence rate
- decision trees
- stochastic gradient
- dynamic programming
- cost function
- similarity measure
- global optimization
- neural network
- constrained optimization
- quadratic programming
- globally convergent