BoTorch: Programmable Bayesian Optimization in PyTorch.
Maximilian BalandatBrian KarrerDaniel R. JiangSamuel DaultonBenjamin LethamAndrew Gordon WilsonEytan BakshyPublished in: CoRR (2019)
Keyphrases
- global optimization
- bayesian networks
- low cost
- optimization algorithm
- real time
- optimization problems
- data driven
- maximum likelihood
- monte carlo sampling
- efficient optimization
- discrete optimization
- optimal design
- constrained optimization
- optimization methods
- optimization method
- simulated annealing
- image segmentation
- search engine
- neural network