Unified Algorithm Framework for Nonconvex Stochastic Optimization in Deep Neural Networks.
Yini ZhuHideaki IidukaPublished in: IEEE Access (2021)
Keyphrases
- stochastic optimization
- optimal solution
- neural network
- np hard
- computational complexity
- learning algorithm
- probabilistic model
- dynamic programming
- linear programming
- cost function
- k means
- artificial neural networks
- objective function
- benchmark problems
- worst case
- expectation maximization
- back propagation
- theoretical framework
- multistage
- convergence rate
- genetic algorithm