Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning.
Zehao NiuMihai AnitescuJie ChenPublished in: ICLR (2023)
Keyphrases
- gaussian processes
- semi supervised learning
- graph kernels
- graph construction
- label propagation
- graph based semi supervised learning
- semi supervised
- gaussian process
- unlabeled data
- covariance function
- labeled data
- supervised learning
- unsupervised learning
- multi task learning
- machine learning
- training data
- text categorization
- active learning
- multi task
- transfer learning
- learning algorithm
- learning problems
- knn
- hyperparameters
- learning tasks
- regression model
- kernel machines
- prior knowledge
- support vector
- decision trees