Stochastic Nonconvex Optimization with Large Minibatches.
Weiran WangNathan SrebroPublished in: ALT (2019)
Keyphrases
- optimization problems
- global optimization
- stochastic optimization
- stochastic programming
- subgradient method
- optimization algorithm
- monte carlo sampling
- monte carlo
- optimization method
- optimization process
- nonlinear programming
- convex optimization
- database systems
- stochastic model
- multistage
- stochastic search
- evolutionary algorithm
- optimization strategies
- monte carlo methods
- objective function
- optimal control problems
- bayesian networks