Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes.
Miguel Lázaro-GredillaMichalis K. TitsiasJochem VerrelstGustavo Camps-VallsPublished in: IEEE Geosci. Remote. Sens. Lett. (2014)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process regression
- hyperparameters
- bayesian methods
- multi task learning
- human pose estimation
- covariance function
- gaussian process models
- regression model
- preference learning
- maximum likelihood
- support vector
- parameter settings
- parameter values
- maximum a posteriori
- missing data
- model selection