Robustness Guarantee: Implicit Regularization and Global Convergence.
Kaiqing ZhangBin HuTamer BasarPublished in: CoRR (2019)
Keyphrases
- global convergence
- global optimum
- convergence analysis
- convergence rate
- optimization methods
- convergence speed
- constrained optimization problems
- convex minimization
- augmented lagrangian method
- line search
- regularization parameter
- particle swarm
- hybrid algorithm
- simulated annealing
- augmented lagrangian
- coordinate ascent
- machine learning
- particle swarm optimization algorithm
- genetic programming
- risk minimization
- globally convergent
- search space
- artificial neural networks