From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization.
Nima AnariThuy-Duong VuongPublished in: COLT (2022)
Keyphrases
- continuous domains
- continuous optimization
- optimization algorithm
- optimization problems
- global optimization
- evolution strategy
- optimization model
- constrained optimization
- optimization method
- sampling methods
- optimization process
- lagrange multipliers
- database
- transfer learning
- monte carlo
- metaheuristic
- search algorithm
- discrete geometry
- real world
- parameter space
- discrete optimization
- adaptive sampling
- random sampling
- optimization methods
- application domains
- decision trees
- neural network