Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization.
Qunwei LiYi ZhouYingbin LiangPramod K. VarshneyPublished in: ICML (2017)
Keyphrases
- convergence analysis
- global convergence
- stationary points
- optimality conditions
- nonlinear programming
- optimization problems
- global optimization
- convergence rate
- optimization methods
- convergence speed
- learning rate
- global optimum
- newton method
- constrained optimization
- convex optimization
- approximation methods
- optimization algorithm
- objective function
- mathematical programming
- variational inequalities
- combinatorial optimization
- higher level
- linear programming
- learning algorithm