Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian Processes.
Eduardo C. Garrido-MerchánDaniel Hernández-LobatoPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- integer valued
- gaussian process
- bayesian approaches
- real valued
- gaussian process regression
- gaussian process models
- covariance function
- multi task learning
- relevance vector machine
- bayesian methods
- human pose estimation
- preference learning
- hyperparameters
- multi task
- reinforcement learning
- regression model
- graphical models
- feature space