Bayesian Optimization with Unknown Constraints.
Michael A. GelbartJasper SnoekRyan P. AdamsPublished in: UAI (2014)
Keyphrases
- constrained optimization
- np hard optimization problems
- optimization algorithm
- optimization problems
- optimization method
- efficient optimization
- highly non linear
- constraint satisfaction
- optimization process
- bayesian networks
- discrete optimization
- decision variables
- data sets
- lower bound
- bayesian analysis
- optimization criteria
- penalty function
- bayesian estimation
- linear constraints
- bayesian learning
- decision theory
- posterior probability
- constraint programming
- maximum likelihood
- data driven