Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization.
Pan XuJinghui ChenDifan ZouQuanquan GuPublished in: NeurIPS (2018)
Keyphrases
- global convergence
- optimization problems
- optimization methods
- globally convergent
- convergence analysis
- convergence rate
- convergence speed
- constrained optimization problems
- global optimum
- global optimization
- coordinate ascent
- line search
- optimization algorithm
- convex minimization
- quadratic optimization problems
- newton method
- convex optimization
- cost function
- objective function
- metaheuristic
- particle swarm optimization
- evolutionary algorithm
- artificial neural networks
- machine learning