Active learning of neural response functions with Gaussian processes.
Mijung ParkGreg HorwitzJonathan W. PillowPublished in: NIPS (2011)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- preference learning
- multi task learning
- covariance function
- semi supervised
- human pose estimation
- multi task
- random sampling
- hyperparameters
- gaussian process models
- relevance vector machine
- regression model
- learning algorithm
- data sets
- transfer learning
- cross validation
- training set
- machine learning