Combinatorial Gaussian Process Bandits in Bayesian Settings: Theory and Application for Energy-Efficient Navigation.
Jack SandbergNiklas ÅkerblomMorteza Haghir ChehreghaniPublished in: CoRR (2023)
Keyphrases
- gaussian process
- energy efficient
- gaussian processes
- wireless sensor networks
- sensor networks
- energy consumption
- gaussian process regression
- marginal likelihood
- fully bayesian
- model selection
- regression model
- approximate inference
- bayesian framework
- image segmentation
- hyperparameters
- base station
- semi supervised
- latent variables
- energy efficiency
- graphical models
- response time
- training data