ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization.
Nhan H. PhamLam M. NguyenDzung T. PhanQuoc Tran-DinhPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- stochastic optimization
- main contribution
- global optimization
- theoretical framework
- optimization algorithm
- stochastic search
- database
- nonlinear programming
- lightweight
- optimization problems
- dynamic programming
- machine learning
- denoising
- monte carlo
- evolutionary algorithm
- optimization scheme
- video sequences
- objective function