Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation.
Henry B. MossSebastian W. OberVictor PichenyPublished in: CoRR (2023)
Keyphrases
- gaussian processes
- high throughput
- relevance vector machine
- covariance function
- microarray
- gaussian process
- bayesian approaches
- gaussian process regression
- gaussian process models
- data acquisition
- hyperparameters
- multi task
- mass spectrometry
- regression model
- high dimensional
- machine learning
- real time
- bayesian framework
- low cost