Surpassing Gradient Descent Provably: A Cyclic Incremental Method with Linear Convergence Rate.
Aryan MokhtariMert GürbüzbalabanAlejandro RibeiroPublished in: SIAM J. Optim. (2018)
Keyphrases
- convergence rate
- convergence speed
- objective function
- cost function
- significant improvement
- conjugate gradient
- dynamic programming
- particle swarm optimization algorithm
- computational efficiency
- loss function
- image reconstruction
- high order
- particle swarm optimization
- denoising
- step size
- mutation operator
- gradient method