Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning.
Zehao NiuMihai AnitescuJie ChenPublished in: CoRR (2023)
Keyphrases
- gaussian processes
- semi supervised learning
- graph kernels
- graph construction
- label propagation
- graph based semi supervised learning
- semi supervised
- gaussian process
- covariance function
- unlabeled data
- labeled data
- machine learning
- multi task learning
- learning problems
- unsupervised learning
- multi task
- supervised learning
- text categorization
- training data
- active learning
- data mining
- transfer learning
- knn
- kernel machines
- labeled and unlabeled data
- dimensionality reduction
- hyperparameters
- support vector
- metric learning
- incremental learning