Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design.
Kevin K. YangYuxin ChenAlycia LeeYisong YuePublished in: AISTATS (2019)
Keyphrases
- optimal design
- constrained optimization
- case study
- stochastic optimization
- stochastic search
- monte carlo sampling
- optimization process
- global optimization
- design process
- optimization algorithm
- optimization problems
- monte carlo
- constraint programming
- engineering design
- maximum likelihood
- linear programming
- user interface
- data sets