Idiographic Personality Gaussian Process for Psychological Assessment.
Yehu ChenMuchen XiJacob M. MontgomeryJoshua JacksonRoman GarnettPublished in: CoRR (2024)
Keyphrases
- gaussian process
- gaussian processes
- personality traits
- model selection
- regression model
- hyperparameters
- bayesian framework
- gaussian process regression
- approximate inference
- semi supervised
- gaussian process classification
- covariance function
- latent variables
- gaussian process models
- dynamical model
- expectation propagation
- marginal likelihood
- sparse approximations
- prior knowledge
- data sets
- parameter values
- cross validation
- higher order
- probability distribution