GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning.
Idan AchituveAviv NavonYochai YeminiGal ChechikEthan FetayaPublished in: ICML (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
- regression model
- training data
- decision trees
- model selection
- bayesian framework
- latent variables
- supervised learning
- video sequences
- gaussian process models
- training set
- feature selection
- learning process
- feature space
- non stationary
- expectation propagation
- latent space
- probabilistic model
- support vector machine
- sparse representation
- training samples