ODE parameter inference using adaptive gradient matching with Gaussian processes.
Frank DondelingerDirk HusmeierSimon RogersMaurizio FilipponePublished in: AISTATS (2013)
Keyphrases
- gaussian processes
- covariance function
- gaussian process
- dirichlet process
- gaussian process regression
- hyperparameters
- multi task learning
- bayesian inference
- multi task
- human pose estimation
- gaussian process models
- preference learning
- training set
- parameter space
- model selection
- support vector machine
- bayesian networks