Scalable Constrained Bayesian Optimization.
David ErikssonMatthias PoloczekPublished in: AISTATS (2021)
Keyphrases
- concave convex procedure
- saddle point
- optimization problems
- global optimization
- posterior distribution
- efficient optimization
- optimization process
- bayesian networks
- maximum entropy
- real time
- optimization algorithm
- optimal design
- web scale
- memory efficient
- discrete optimization
- markov random field
- probabilistic model