ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM.
Setareh AriafarJaume Coll-FontDana H. BrooksJennifer G. DyPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- constrained optimization
- optimization problems
- optimization algorithm
- maximum likelihood
- alternating direction method of multipliers
- efficient optimization
- constraint satisfaction
- optimization method
- global optimization
- convex optimization
- neural network
- decision variables
- optimization methods
- np hard optimization problems
- optimization criteria
- penalty function
- linear constraints
- decision theory
- optimization process
- search space
- pairwise
- bayesian networks