Distributionally Robust Bayesian Quadrature Optimization.
Thanh Tang NguyenSunil GuptaHuong HaSantu RanaSvetha VenkateshPublished in: CoRR (2020)
Keyphrases
- robust optimization
- stochastic programming
- maximum likelihood
- computationally efficient
- global optimization
- discrete optimization
- bayesian networks
- search algorithm
- data driven
- optimization algorithm
- bayesian inference
- mathematical programming
- robust estimation
- simultaneous optimization
- data sets
- bayesian learning
- constrained optimization
- posterior distribution
- partial occlusion
- combinatorial optimization
- optimization method