A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting.
Masaki AdachiSatoshi HayakawaMartin JørgensenSaad HamidHarald OberhauserMichael A. OsbornePublished in: CoRR (2024)
Keyphrases
- general purpose
- bayesian networks
- posterior probability
- special purpose
- optimization algorithm
- probabilistic model
- generative model
- wavelet transform
- efficient optimization
- bayesian learning
- data driven
- prior probabilities
- probabilistic logic
- optimization model
- combinatorial optimization
- constrained optimization
- optimization process
- bayesian inference
- generalized em algorithm
- optimization method
- domain specific
- programming language
- uncertain data
- fourier transform
- optimization problems
- application specific
- simulated annealing
- decision theory
- analytical model
- semi supervised
- multi objective
- evolutionary algorithm
- multiscale