Testing Gaussian Process Surrogates on CEC'2013 Multi-Modal Benchmark.
Nikita OrekhovLukás BajerMartin HolenaPublished in: ITAT (2016)
Keyphrases
- multi modal
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- latent variables
- model selection
- bayesian framework
- expectation propagation
- semi supervised
- covariance function
- hyperparameters
- gaussian process models
- multi modality
- sparse approximations
- audio visual
- high dimensional
- cross validation
- probabilistic model
- learning algorithm
- upper bound
- data mining