Robustness Guarantee: Implicit Regularization and Global Convergence.
Kaiqing ZhangBin HuTamer BasarPublished in: L4DC (2020)
Keyphrases
- global convergence
- global optimum
- convergence analysis
- convergence speed
- convergence rate
- optimization methods
- convex minimization
- constrained optimization problems
- coordinate ascent
- line search
- particle swarm
- augmented lagrangian method
- globally convergent
- regularization parameter
- step size
- simulated annealing
- multiscale
- conjugate gradient
- optimal solution
- objective function