Sampling Acquisition Functions for Batch Bayesian Optimization.
Alessandro De PalmaCelestine Mendler-DünnerThomas P. ParnellAndreea AnghelHaralampos PozidisPublished in: CoRR (2019)
Keyphrases
- discrete optimization
- constrained optimization
- bayesian networks
- optimization method
- optimization problems
- image segmentation
- efficient optimization
- optimization algorithm
- neural network
- data driven
- basis functions
- probabilistic model
- objective function
- bayesian methods
- batch processing
- bayesian learning
- sequential monte carlo
- random sampling
- optimization methods
- data acquisition
- sample size
- state space