HyperSpace: Distributed Bayesian Hyperparameter Optimization.
M. Todd YoungJacob D. HinkleArvind RamanathanRamakrishnan KannanPublished in: SBAC-PAD (2018)
Keyphrases
- gaussian processes
- efficient optimization
- distributed systems
- optimization algorithm
- global optimization
- autonomy oriented computing
- cooperative
- multi agent
- data driven
- lightweight
- optimization method
- fault tolerant
- maximum likelihood
- optimization problems
- mobile agents
- distributed environment
- decision theory
- bayesian networks
- image segmentation