Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes.
Liam HodgkinsonChristopher van der HeideFred RoostaMichael W. MahoneyPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process regression
- ordinal regression
- multi task learning
- multi task
- covariance function
- gaussian process models
- preference learning
- human pose estimation
- relevance vector machine
- bayesian framework
- model selection
- graph cuts
- text mining
- probabilistic model
- active learning
- learning algorithm