Linear-Time Inference for Pairwise Comparisons with Gaussian-Process Dynamics.
Lucas MaystreVictor KristofMatthias GrossglauserPublished in: CoRR (2019)
Keyphrases
- gaussian process
- pairwise comparisons
- gaussian processes
- preference learning
- covariance function
- expectation propagation
- ordinal regression
- pairwise comparison
- regression model
- gaussian process regression
- hyperparameters
- bayesian framework
- approximate inference
- model selection
- latent variables
- bayesian inference
- semi supervised
- pairwise
- preference relations
- probabilistic inference
- bayesian networks
- probability distribution
- partial order
- missing data
- maximum likelihood
- prior knowledge