Distributed stochastic proximal algorithm with random reshuffling for non-smooth finite-sum optimization.
Xia JiangXianlin ZengJian SunJie ChenLihua XiePublished in: CoRR (2021)
Keyphrases
- optimization algorithm
- times faster
- preprocessing
- computational cost
- experimental evaluation
- dynamic programming
- stochastic gradient
- objective function
- high accuracy
- np hard
- optimization method
- expectation maximization
- cost function
- optimization process
- discrete random variables
- similarity measure
- recognition algorithm
- improved algorithm
- detection algorithm
- k means
- search space
- optimal solution
- particle swarm optimization
- metaheuristic
- monte carlo
- combinatorial optimization
- convergence rate
- lower bound
- data structure
- constrained optimization
- single pass
- bayesian networks
- learning algorithm