A probabilistic Taylor expansion with Gaussian processes.
Toni KarvonenJon CockayneFilip TronarpSimo SärkkäPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- gaussian processes
- gaussian process
- ordinal regression
- gaussian process regression
- covariance function
- multitask learning
- multi task learning
- multi task
- bayesian networks
- preference learning
- generative model
- human pose estimation
- probabilistic model
- relevance vector machine
- gaussian process models
- pairwise
- data sets
- hyperparameters
- incremental learning