Stochastic Multi-Level Compositional Optimization Algorithms over Networks with Level-Independent Convergence Rate.
Hongchang GaoPublished in: CoRR (2023)
Keyphrases
- convergence rate
- global convergence
- convergence speed
- faster convergence rate
- step size
- learning rate
- optimization problems
- social networks
- combinatorial optimization
- computational complexity
- significant improvement
- wavelet neural network
- global optimization
- variable step size
- neural network
- hybrid algorithm
- non stationary
- computationally efficient
- linear programming
- learning algorithm