Semi-Supervised Learning on Graphs with Feature-Augmented Graph Basis Functions.
Wolfgang ErbPublished in: CoRR (2020)
Keyphrases
- basis functions
- semi supervised learning
- graph construction
- graph laplacian
- semi supervised
- graph based semi supervised learning
- linear combination
- label propagation
- unlabeled data
- semi supervised classification
- labeled data
- neighborhood graph
- machine learning
- graph kernels
- supervised learning
- state space
- weighted graph
- unsupervised learning
- graph structure
- k nearest neighbor
- graph partitioning
- spectral clustering
- bipartite graph
- similarity graph
- graph clustering
- set of basis functions
- directed graph
- dimensionality reduction
- co training
- knn
- active learning
- data sets
- feature selection
- kernel machines
- text mining
- manifold structure
- pairwise
- reinforcement learning
- training data
- semi supervised learning methods
- decision trees
- undirected graph
- spanning tree