Bayesian Optimization with Conformal Coverage Guarantees.
Samuel StantonWesley J. MaddoxAndrew Gordon WilsonPublished in: CoRR (2022)
Keyphrases
- global optimization
- discrete optimization
- bayesian networks
- optimization algorithm
- case study
- combinatorial optimization
- higher dimensional
- optimization model
- optimization method
- maximum likelihood
- optimization problems
- machine learning
- pose estimation
- constrained optimization
- gaussian processes
- test suite
- database systems
- efficient optimization