Treed-Gaussian Processes with Support Vector Machines as Nodes For Nonstationary Bayesian Optimization.
Antonio CandelieriGiulia PedrielliPublished in: WSC (2021)
Keyphrases
- gaussian processes
- non stationary
- covariance function
- gaussian process
- bayesian approaches
- gaussian process regression
- multi task learning
- relevance vector machine
- hyperparameters
- gaussian process models
- random fields
- bayesian methods
- human pose estimation
- multi task
- machine learning
- bayesian framework
- model selection
- bayesian networks
- cross validation
- graph cuts
- multi class
- reinforcement learning