Efficient Sensor Placement from Regression with Sparse Gaussian Processes in Continuous and Discrete Spaces.
Kalvik JakkalaSrinivas AkellaPublished in: CoRR (2023)
Keyphrases
- gaussian processes
- covariance function
- relevance vector machine
- gaussian process regression
- gaussian process
- sensor placement
- multitask learning
- multi task
- ant colony optimization algorithm
- non stationary
- hyperparameters
- model selection
- probabilistic model
- high dimensional
- data sets
- distributed network
- gaussian process models
- parameter tuning
- bayesian framework
- evolutionary algorithm
- pairwise
- lower bound
- image sequences