GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning.
Idan AchituveAviv NavonYochai YeminiGal ChechikEthan FetayaPublished in: CoRR (2021)
Keyphrases
- incremental learning
- gaussian process
- hyperparameters
- covariance function
- fuzzy artmap
- sparse approximations
- gaussian processes
- semi supervised
- regression problems
- gaussian process regression
- genetic programming
- incremental learning algorithm
- bayesian framework
- regression model
- model selection
- supervised learning
- training data
- learning process
- support vector
- sparse representation
- gaussian process models
- feature space
- feature selection
- latent variables
- training samples
- expectation propagation
- support vector machine
- decision trees
- human pose estimation
- bayesian inference
- prior information