Distributed Gaussian Process Hyperparameter Optimization for Multi-Agent Systems.
Peiyuan ZhaiRaj Thilak RajanPublished in: ICASSP (2023)
Keyphrases
- gaussian process
- gaussian processes
- multi agent systems
- hyperparameters
- multi agent
- approximate inference
- regression model
- gaussian process regression
- model selection
- bayesian framework
- latent variables
- grid search
- gaussian process classification
- semi supervised
- cooperative
- gaussian process models
- distributed systems
- covariance function
- marginal likelihood
- cross validation
- prior knowledge
- sparse approximations
- maximum a posteriori
- incremental learning
- bayesian inference
- random sampling
- probabilistic model
- decision trees