Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization.
Romain ÉgeléIsabelle GuyonVenkatram VishwanathPrasanna BalaprakashPublished in: e-Science (2023)
Keyphrases
- constrained optimization
- optimization problems
- optimization algorithm
- global optimization
- neural network
- evolutionary algorithm
- optimization model
- optimization method
- small scale
- discrete optimization
- bayesian learning
- decision theory
- gaussian processes
- optimization process
- maximum likelihood
- multi agent systems
- decision trees
- real world