Incremental Without Replacement Sampling in Nonconvex Optimization.
Edouard PauwelsPublished in: CoRR (2020)
Keyphrases
- optimization problems
- global optimization
- nonlinear programming
- optimization process
- combinatorial optimization
- objective function
- image restoration and reconstruction
- incremental learning
- optimization algorithm
- monte carlo
- convex optimization
- random sampling
- optimization model
- evolution strategy
- variational inequalities
- data driven
- sampling strategy
- sampling strategies
- utility elicitation
- data sets