Probabilistic Modeling of Thermal Grids using Gaussian Processes.
Johan SimonssonKhalid Tourkey AttaWolfgang BirkPublished in: CDC (2020)
Keyphrases
- gaussian processes
- probabilistic modeling
- probabilistic model
- gaussian process
- bayesian inference
- gaussian process regression
- hyperparameters
- gaussian process models
- covariance function
- multi task
- hidden markov models
- bayesian networks
- cross validation
- generative model
- conditional random fields
- maximum likelihood
- semi supervised
- parameter learning
- support vector
- clustering algorithm