Robustness Guarantee: Implicit Regularization and Global Convergence.
Kaiqing ZhangBin HuTamer BasarPublished in: SIAM J. Control. Optim. (2021)
Keyphrases
- global convergence
- convergence analysis
- global optimum
- convergence speed
- convergence rate
- optimization methods
- constrained optimization problems
- convex minimization
- augmented lagrangian method
- coordinate ascent
- regularization parameter
- line search
- globally convergent
- particle swarm
- regularization term
- fuzzy logic
- risk minimization
- augmented lagrangian
- neural network